{ "forecast_id": "to_fcst_20260802_1903", "hazard": "tornado", "issued_at": "2026-08-02T19:03:46Z", "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": 274, "top_probability": 0.0256, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "255238", "lat": 39.9462, "lon": -76.8894, "motion_east": 5.2, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0256, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1060.0, "ebshear": 40.0, "srh01": 93.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 93.0 }, { "name": "hrrr_pwat", "value": 49.9514 }, { "name": "alignment", "value": -7.8398 }, { "name": "tau", "value": 2.7654 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.7543 }, "coherence_score": 2.7654340267181396, "coherence_diagnostics": { "tau": 2.7654340267181396, "grad_tau": 0.23040619492530823, "torsion": 0.0, "alignment": -7.839803218841553, "S_field": 0.6821491718292236, "Gamma_field": 0.18203939497470856, "S_over_Gamma": 3.7472612857818604, "Da": 11.037088394165039, "E_coh": 0.6493712663650513, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.9, 40.02 ], [ -76.89, 40.01 ], [ -76.87, 40.01 ], [ -76.81, 39.95 ], [ -76.8, 39.95 ], [ -76.8, 39.89 ], [ -76.82, 39.88 ], [ -76.88, 39.88 ], [ -76.89, 39.87 ], [ -76.95, 39.87 ], [ -76.97, 39.88 ], [ -76.97, 39.94 ], [ -76.93, 39.97 ], [ -76.93, 39.99 ], [ -76.92, 40.01 ], [ -76.9, 40.02 ] ] ] }, "raw_probability": 0.7543, "confidence_lo": 0.025, "confidence_hi": 0.0256, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "211d53bba6b5b96361d05f0b8917efc43ab9d83086c07d1954e9d72e8bd47d02", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.7543, "probability": 0.025581, "confidence_lo": 0.025015, "confidence_hi": 0.025596, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2caffa02f2a46303231275aaebfcfb67f2ebf038f94a4b46fa0014a46bf44ecc", "signature": { "alg": "ed25519", "sig": "283c5027b479ad9050b3d5925c0d28355977e646071659dc330bdd4b29548cca25d69bf33312dfcb6e07655c30cb3432015e54199b8ca6ffb4107d3ab12dc803" } }, "receipt_sha256": "2caffa02f2a46303231275aaebfcfb67f2ebf038f94a4b46fa0014a46bf44ecc" }, { "storm_id": "255799", "lat": 40.2826, "lon": -77.1243, "motion_east": 5.5, "motion_south": -9.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0256, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1183.0, "ebshear": 35.0, "srh01": 97.0, "maxllaz": 0.007, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 97.0 }, { "name": "hrrr_pwat", "value": 47.5764 }, { "name": "alignment", "value": -8.7723 }, { "name": "tau", "value": 2.5758 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.7247 }, "coherence_score": 2.5757622718811035, "coherence_diagnostics": { "tau": 2.5757622718811035, "grad_tau": 0.2554473280906677, "torsion": 0.0, "alignment": -8.772270202636719, "S_field": 0.6502930521965027, "Gamma_field": 0.1670393943786621, "S_over_Gamma": 3.893052101135254, "Da": 10.171529769897461, "E_coh": 0.6155380606651306, "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": [ [ [ -77.15, 40.46 ], [ -77.1, 40.46 ], [ -77.1, 40.43 ], [ -77.11, 40.42 ], [ -77.09, 40.39 ], [ -77.1, 40.37 ], [ -77.09, 40.36 ], [ -77.09, 40.34 ], [ -77.08, 40.33 ], [ -77.04, 40.34 ], [ -76.97, 40.29 ], [ -76.96, 40.29 ], [ -76.94, 40.27 ], [ -76.94, 40.22 ], [ -76.98, 40.2 ], [ -77.02, 40.2 ], [ -77.06, 40.18 ], [ -77.13, 40.11 ], [ -77.14, 40.09 ], [ -77.17, 40.08 ], [ -77.18, 40.09 ], [ -77.2, 40.09 ], [ -77.24, 40.12 ], [ -77.24, 40.13 ], [ -77.26, 40.15 ], [ -77.26, 40.19 ], [ -77.25, 40.2 ], [ -77.23, 40.2 ], [ -77.19, 40.22 ], [ -77.16, 40.25 ], [ -77.15, 40.28 ], [ -77.11, 40.31 ], [ -77.11, 40.32 ], [ -77.13, 40.34 ], [ -77.14, 40.33 ], [ -77.15, 40.34 ], [ -77.15, 40.36 ], [ -77.17, 40.38 ], [ -77.17, 40.41 ], [ -77.16, 40.42 ], [ -77.16, 40.45 ], [ -77.15, 40.46 ] ] ] }, "raw_probability": 0.7247, "confidence_lo": 0.025, "confidence_hi": 0.0256, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "28cd76fd5e98ed50384377f66578705c7507922f5009c1c4add84a4986253603", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.7247, "probability": 0.025581, "confidence_lo": 0.025015, "confidence_hi": 0.025596, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f2bc1c269cf05730ffbeef5cf96a127271d2f577a06c9e7a18c261b83fe766b9", "signature": { "alg": "ed25519", "sig": "c975903daf3a42730836cc723284953143a4a7119a5184dc1b7b22a46f980f4c88e28aa0bff7c88f03847fa39a59e59f3df198770e5198489666c384f7eacd0e" } }, "receipt_sha256": "f2bc1c269cf05730ffbeef5cf96a127271d2f577a06c9e7a18c261b83fe766b9" }, { "storm_id": "256562", "lat": 40.6932, "lon": -77.1523, "motion_east": 5.3, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0256, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 711.0, "ebshear": 30.0, "srh01": 109.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 109.0 }, { "name": "hrrr_pwat", "value": 47.5764 }, { "name": "alignment", "value": -8.7723 }, { "name": "tau", "value": 2.5758 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.7247 }, "coherence_score": 2.5757622718811035, "coherence_diagnostics": { "tau": 2.5757622718811035, "grad_tau": 0.2554473280906677, "torsion": 0.0, "alignment": -8.772270202636719, "S_field": 0.6502930521965027, "Gamma_field": 0.1670393943786621, "S_over_Gamma": 3.893052101135254, "Da": 10.171529769897461, "E_coh": 0.6155380606651306, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.14, 40.76 ], [ -77.11, 40.76 ], [ -77.12, 40.74 ], [ -77.11, 40.73 ], [ -77.11, 40.71 ], [ -77.12, 40.7 ], [ -77.11, 40.69 ], [ -77.11, 40.64 ], [ -77.12, 40.63 ], [ -77.12, 40.6 ], [ -77.15, 40.6 ], [ -77.15, 40.61 ], [ -77.17, 40.63 ], [ -77.18, 40.63 ], [ -77.22, 40.68 ], [ -77.22, 40.7 ], [ -77.23, 40.71 ], [ -77.22, 40.73 ], [ -77.18, 40.74 ], [ -77.17, 40.75 ], [ -77.15, 40.75 ], [ -77.14, 40.76 ] ] ] }, "raw_probability": 0.7247, "confidence_lo": 0.025, "confidence_hi": 0.0256, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "28cd76fd5e98ed50384377f66578705c7507922f5009c1c4add84a4986253603", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.7247, "probability": 0.025581, "confidence_lo": 0.025015, "confidence_hi": 0.025596, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f2bc1c269cf05730ffbeef5cf96a127271d2f577a06c9e7a18c261b83fe766b9", "signature": { "alg": "ed25519", "sig": "c975903daf3a42730836cc723284953143a4a7119a5184dc1b7b22a46f980f4c88e28aa0bff7c88f03847fa39a59e59f3df198770e5198489666c384f7eacd0e" } }, "receipt_sha256": "f2bc1c269cf05730ffbeef5cf96a127271d2f577a06c9e7a18c261b83fe766b9" }, { "storm_id": "256523", "lat": 40.7644, "lon": -77.4356, "motion_east": 5.7, "motion_south": -9.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0249, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 523.0, "ebshear": 31.0, "srh01": 124.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 124.0 }, { "name": "hrrr_pwat", "value": 47.5764 }, { "name": "alignment", "value": -8.7723 }, { "name": "tau", "value": 2.5758 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.7198 }, "coherence_score": 2.5757622718811035, "coherence_diagnostics": { "tau": 2.5757622718811035, "grad_tau": 0.2554473280906677, "torsion": 0.0, "alignment": -8.772270202636719, "S_field": 0.6502930521965027, "Gamma_field": 0.1670393943786621, "S_over_Gamma": 3.893052101135254, "Da": 10.171529769897461, "E_coh": 0.6155380606651306, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.42, 40.86 ], [ -77.38, 40.86 ], [ -77.36, 40.85 ], [ -77.36, 40.79 ], [ -77.37, 40.79 ], [ -77.38, 40.77 ], [ -77.42, 40.73 ], [ -77.44, 40.69 ], [ -77.44, 40.65 ], [ -77.45, 40.64 ], [ -77.48, 40.64 ], [ -77.5, 40.65 ], [ -77.51, 40.75 ], [ -77.5, 40.76 ], [ -77.49, 40.8 ], [ -77.46, 40.83 ], [ -77.46, 40.84 ], [ -77.42, 40.86 ] ] ] }, "raw_probability": 0.7198, "confidence_lo": 0.0184, "confidence_hi": 0.0251, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "51296c70777b598f939e1b29f5a10570cfd80601596588529cfaaf18bea8c8eb", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.7198, "probability": 0.024947, "confidence_lo": 0.018422, "confidence_hi": 0.025114, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5369bdd46d948c4b35e6b7e4ec5b8301336a0b9496237262081158b06c91ae08", "signature": { "alg": "ed25519", "sig": "89e4df61e2c3e2776e51d16903030677b67ecf6cb4a0add0eadd4d9e1b94e0c9618e9c375652da31f749ce01b1fb58c94a52f875b4fd1ccb01b95565890ec509" } }, "receipt_sha256": "5369bdd46d948c4b35e6b7e4ec5b8301336a0b9496237262081158b06c91ae08" }, { "storm_id": "256819", "lat": 38.4518, "lon": -76.5891, "motion_east": 5.6, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0189, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2850.0, "ebshear": 27.0, "srh01": 82.0, "maxllaz": 0.003, "mesh": 0.18, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 48.2014 }, { "name": "alignment", "value": -3.3775 }, { "name": "tau", "value": 3.104 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6586 }, "coherence_score": 3.1039514541625977, "coherence_diagnostics": { "tau": 3.1039514541625977, "grad_tau": 0.24573563039302826, "torsion": 0.0, "alignment": -3.3774795532226562, "S_field": 0.5236225128173828, "Gamma_field": 0.17287272214889526, "S_over_Gamma": 3.0289480686187744, "Da": 10.4733247756958, "E_coh": 0.6428592205047607, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.6, 38.53 ], [ -76.56, 38.53 ], [ -76.53, 38.49 ], [ -76.53, 38.42 ], [ -76.55, 38.4 ], [ -76.57, 38.4 ], [ -76.58, 38.39 ], [ -76.64, 38.4 ], [ -76.66, 38.42 ], [ -76.66, 38.46 ], [ -76.6, 38.53 ] ] ] }, "raw_probability": 0.6586, "confidence_lo": 0.0184, "confidence_hi": 0.0189, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9d7a8f59113f16b6233f12213489e1fb1b583f15af43e65a04174d6532db10e9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.6586, "probability": 0.018886, "confidence_lo": 0.018422, "confidence_hi": 0.018895, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "45689fc5c8bc67746870c530b7f69a9b9622bd9ecedd0d434aac76ac4872033c", "signature": { "alg": "ed25519", "sig": "1ad9086ffada3d26ade69880e7c3254ca012187899cf1dc3722e1d2fa37271cdaf8ad84e228b081b6f2bd76cfda9de3c2bf50ca18cb7d72896518b9d96f08c0c" } }, "receipt_sha256": "45689fc5c8bc67746870c530b7f69a9b9622bd9ecedd0d434aac76ac4872033c" }, { "storm_id": "256820", "lat": 38.213, "lon": -76.577, "motion_east": 5.6, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0189, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2935.0, "ebshear": 26.0, "srh01": 70.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 48.2014 }, { "name": "alignment", "value": -3.3775 }, { "name": "tau", "value": 3.104 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.6586 }, "coherence_score": 3.1039514541625977, "coherence_diagnostics": { "tau": 3.1039514541625977, "grad_tau": 0.24573563039302826, "torsion": 0.0, "alignment": -3.3774795532226562, "S_field": 0.5236225128173828, "Gamma_field": 0.17287272214889526, "S_over_Gamma": 3.0289480686187744, "Da": 10.4733247756958, "E_coh": 0.6428592205047607, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.6, 38.27 ], [ -76.56, 38.27 ], [ -76.53, 38.24 ], [ -76.53, 38.16 ], [ -76.54, 38.15 ], [ -76.58, 38.15 ], [ -76.59, 38.16 ], [ -76.62, 38.22 ], [ -76.62, 38.24 ], [ -76.6, 38.27 ] ] ] }, "raw_probability": 0.6586, "confidence_lo": 0.0184, "confidence_hi": 0.0189, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9d7a8f59113f16b6233f12213489e1fb1b583f15af43e65a04174d6532db10e9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.6586, "probability": 0.018886, "confidence_lo": 0.018422, "confidence_hi": 0.018895, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "45689fc5c8bc67746870c530b7f69a9b9622bd9ecedd0d434aac76ac4872033c", "signature": { "alg": "ed25519", "sig": "1ad9086ffada3d26ade69880e7c3254ca012187899cf1dc3722e1d2fa37271cdaf8ad84e228b081b6f2bd76cfda9de3c2bf50ca18cb7d72896518b9d96f08c0c" } }, "receipt_sha256": "45689fc5c8bc67746870c530b7f69a9b9622bd9ecedd0d434aac76ac4872033c" }, { "storm_id": "256374", "lat": 39.5789, "lon": -76.6522, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0126, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1491.0, "ebshear": 37.0, "srh01": 79.0, "maxllaz": 0.005, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 79.0 }, { "name": "hrrr_pwat", "value": 49.9514 }, { "name": "alignment", "value": -7.8398 }, { "name": "tau", "value": 2.7654 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6278 }, "coherence_score": 2.7654340267181396, "coherence_diagnostics": { "tau": 2.7654340267181396, "grad_tau": 0.23040619492530823, "torsion": 0.0, "alignment": -7.839803218841553, "S_field": 0.6821491718292236, "Gamma_field": 0.18203939497470856, "S_over_Gamma": 3.7472612857818604, "Da": 11.037088394165039, "E_coh": 0.6493712663650513, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.67, 39.61 ], [ -76.63, 39.61 ], [ -76.62, 39.6 ], [ -76.62, 39.55 ], [ -76.63, 39.54 ], [ -76.67, 39.54 ], [ -76.68, 39.55 ], [ -76.68, 39.6 ], [ -76.67, 39.61 ] ] ] }, "raw_probability": 0.6278, "confidence_lo": 0.0121, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f2f8d587c9cd45c37f434d80cb4b9af50578769e068825b5b057f0f030bc9176", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.6278, "probability": 0.012576, "confidence_lo": 0.012081, "confidence_hi": 0.012582, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "92663598018df2dddc58f0e8763251e43f7d90d885426a341edcc5c037492bb3", "signature": { "alg": "ed25519", "sig": "a7985b1d0e6717076bf4c9b834e7a9952d122eab70daced9db2ddb2ed8a49f5bd6d2989b4c147c080dd98f1a5dd81670d2bbeb09b87dbd9b31fcabb428157209" } }, "receipt_sha256": "92663598018df2dddc58f0e8763251e43f7d90d885426a341edcc5c037492bb3" }, { "storm_id": "256890", "lat": 45.1356, "lon": -74.4756, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0126, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1001.0, "ebshear": 34.0, "srh01": 123.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 123.0 }, { "name": "hrrr_pwat", "value": 50.2014 }, { "name": "alignment", "value": -7.7063 }, { "name": "tau", "value": 1.7052 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.6265 }, "coherence_score": 1.7052068710327148, "coherence_diagnostics": { "tau": 1.7052068710327148, "grad_tau": 0.10182185471057892, "torsion": 0.0, "alignment": -7.706331253051758, "S_field": 0.7431676387786865, "Gamma_field": 0.15870605409145355, "S_over_Gamma": 4.682667255401611, "Da": 9.977753639221191, "E_coh": 0.5806422233581543, "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": [ [ [ -74.49, 45.16 ], [ -74.45, 45.16 ], [ -74.44, 45.15 ], [ -74.44, 45.12 ], [ -74.46, 45.1 ], [ -74.51, 45.1 ], [ -74.5, 45.12 ], [ -74.5, 45.15 ], [ -74.49, 45.16 ] ] ] }, "raw_probability": 0.6265, "confidence_lo": 0.0121, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "909d4c3771fa941c7648d59739de7de4d6f8e966e83bda47bedc6be33ace95c8", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.6265, "probability": 0.012576, "confidence_lo": 0.012081, "confidence_hi": 0.012582, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0707dd36f098b8aae5b98efdd99aa886cb5dd8b756534ef5720c8327187a3979", "signature": { "alg": "ed25519", "sig": "f28d8bdd510641ae5b403092f1596b2b7f72844fdfc9836752221cc683e971ea309aa37ecf3056d5a39385945bc3102734dd26d678f699b884c969c34795f404" } }, "receipt_sha256": "0707dd36f098b8aae5b98efdd99aa886cb5dd8b756534ef5720c8327187a3979" }, { "storm_id": "254998", "lat": 38.7511, "lon": -76.5911, "motion_east": 5.3, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0126, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2109.0, "ebshear": 34.0, "srh01": 88.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 38.8264 }, { "name": "alignment", "value": -4.5473 }, { "name": "tau", "value": 2.8914 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.6253 }, "coherence_score": 2.891350269317627, "coherence_diagnostics": { "tau": 2.891350269317627, "grad_tau": 0.18906375765800476, "torsion": 0.0, "alignment": -4.547334671020508, "S_field": 0.32328179478645325, "Gamma_field": 0.1945393830537796, "S_over_Gamma": 1.6617807149887085, "Da": 11.661816596984863, "E_coh": 0.2208319902420044, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.6, 38.78 ], [ -76.56, 38.78 ], [ -76.55, 38.77 ], [ -76.55, 38.75 ], [ -76.58, 38.72 ], [ -76.62, 38.71 ], [ -76.63, 38.72 ], [ -76.63, 38.75 ], [ -76.6, 38.78 ] ] ] }, "raw_probability": 0.6253, "confidence_lo": 0.0121, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "911a260919711c53dc1066bfccd63d96f198a07a6235e6d7af39d584e3d5d34a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.6253, "probability": 0.012576, "confidence_lo": 0.012081, "confidence_hi": 0.012582, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e37a152adfe35693d5e616c3691265c98e3363c540552c5aa7a14fc0dc8e9943", "signature": { "alg": "ed25519", "sig": "beb2b79dbcb2970c1ae8c4ecd350a7e943e6312b58187f718f0621cfcb7b29747f943f55e46a3b8786695573333729ddf2ee87b7a3e48bec6f20c7881c18550e" } }, "receipt_sha256": "e37a152adfe35693d5e616c3691265c98e3363c540552c5aa7a14fc0dc8e9943" }, { "storm_id": "256564", "lat": 37.89, "lon": -77.6587, "motion_east": 2.2, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0126, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2169.0, "ebshear": 24.0, "srh01": 86.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 86.0 }, { "name": "hrrr_pwat", "value": 47.3264 }, { "name": "alignment", "value": -1.5545 }, { "name": "tau", "value": 3.0823 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.6055 }, "coherence_score": 3.082310199737549, "coherence_diagnostics": { "tau": 3.082310199737549, "grad_tau": 0.2345229685306549, "torsion": 0.0, "alignment": -1.5544508695602417, "S_field": 0.53302401304245, "Gamma_field": 0.17953938245773315, "S_over_Gamma": 2.968841791152954, "Da": 10.697169303894043, "E_coh": 0.6940639019012451, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.66, 37.93 ], [ -77.62, 37.91 ], [ -77.62, 37.87 ], [ -77.63, 37.86 ], [ -77.68, 37.85 ], [ -77.7, 37.86 ], [ -77.7, 37.91 ], [ -77.66, 37.93 ] ] ] }, "raw_probability": 0.6055, "confidence_lo": 0.0121, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f3bf01cafa97ef590cd0ec906700696a137db65b0f29b2bc89750d2488d7d620", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.6055, "probability": 0.012576, "confidence_lo": 0.012081, "confidence_hi": 0.012582, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9bcb76ab05ba472eece8ba22fb14d14c0ea943f6afe5616f459fed2fe32b2e3d", "signature": { "alg": "ed25519", "sig": "ed1637b2a438c4ea5f7b660522b002d656fb8bce01a26ec892d844fe20031ef075e865de15f123a7a8241a4797238221c72cf12ddd8ac99deec0ecc0d7658806" } }, "receipt_sha256": "9bcb76ab05ba472eece8ba22fb14d14c0ea943f6afe5616f459fed2fe32b2e3d" }, { "storm_id": "256853", "lat": 41.1517, "lon": -77.4867, "motion_east": 6.4, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0126, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 485.0, "ebshear": 25.0, "srh01": 130.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 130.0 }, { "name": "hrrr_pwat", "value": 40.3264 }, { "name": "alignment", "value": -7.7215 }, { "name": "tau", "value": 2.2919 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.605 }, "coherence_score": 2.291877508163452, "coherence_diagnostics": { "tau": 2.291877508163452, "grad_tau": 0.3034733831882477, "torsion": 0.0, "alignment": -7.721465110778809, "S_field": 0.47597286105155945, "Gamma_field": 0.1712060570716858, "S_over_Gamma": 2.7801170349121094, "Da": 10.510287284851074, "E_coh": 0.48422378301620483, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.51, 41.18 ], [ -77.46, 41.18 ], [ -77.46, 41.13 ], [ -77.47, 41.12 ], [ -77.51, 41.12 ], [ -77.51, 41.18 ] ] ] }, "raw_probability": 0.605, "confidence_lo": 0.0121, "confidence_hi": 0.0126, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7179824df5d5ba911e138933cb546e98906c10efcee40eef4f7097e83ced98a9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.605, "probability": 0.012576, "confidence_lo": 0.012081, "confidence_hi": 0.012582, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d65f66ea63c0477574f0c1fa68998813c21f474e56a5e4e3ea84f41911980493", "signature": { "alg": "ed25519", "sig": "fc417fd6e9968fe128e4f171fa83b527f2ff82d045888f1f31fb1aae087134f05ebb3f1724a32a4288d93419f3a181aeee55d4838bdc2571fe72731f6f7d0803" } }, "receipt_sha256": "d65f66ea63c0477574f0c1fa68998813c21f474e56a5e4e3ea84f41911980493" }, { "storm_id": "256517", "lat": 44.1747, "lon": -76.0303, "motion_east": 5.0, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0125, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1024.0, "ebshear": 36.0, "srh01": 123.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 123.0 }, { "name": "hrrr_pwat", "value": 52.5764 }, { "name": "alignment", "value": 3.9336 }, { "name": "tau", "value": 1.5529 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5889 }, "coherence_score": 1.5529210567474365, "coherence_diagnostics": { "tau": 1.5529210567474365, "grad_tau": 0.1614524871110916, "torsion": 0.0, "alignment": 3.933572769165039, "S_field": 0.49329596757888794, "Gamma_field": 0.1737060546875, "S_over_Gamma": 2.839831829071045, "Da": 10.603753089904785, "E_coh": 0.5347852110862732, "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": [ [ [ -76.24, 44.33 ], [ -76.23, 44.32 ], [ -76.15, 44.32 ], [ -76.14, 44.33 ], [ -76.1, 44.33 ], [ -76.05, 44.29 ], [ -76.04, 44.29 ], [ -76.03, 44.28 ], [ -76.03, 44.26 ], [ -76.01, 44.25 ], [ -76.0, 44.2 ], [ -75.96, 44.16 ], [ -75.91, 44.15 ], [ -75.87, 44.13 ], [ -75.82, 44.09 ], [ -75.81, 44.07 ], [ -75.81, 44.0 ], [ -75.82, 43.99 ], [ -75.87, 43.99 ], [ -75.92, 44.03 ], [ -75.94, 44.03 ], [ -75.95, 44.04 ], [ -76.0, 44.04 ], [ -76.02, 44.07 ], [ -76.04, 44.07 ], [ -76.1, 44.1 ], [ -76.09, 44.12 ], [ -76.13, 44.16 ], [ -76.16, 44.22 ], [ -76.24, 44.3 ], [ -76.25, 44.3 ], [ -76.24, 44.33 ] ] ] }, "raw_probability": 0.5889, "confidence_lo": 0.0113, "confidence_hi": 0.0125, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1a6c6345691fe24e3770316a9eb9671e31b7c5fb49e546e87bc6baac0d6d694b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5889, "probability": 0.012512, "confidence_lo": 0.011287, "confidence_hi": 0.012528, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6725f12516297d2a59e12214b80ca2969bb9581c0c2cace54c5dcd360560268b", "signature": { "alg": "ed25519", "sig": "9e3c60b6e3034a53c9ef36ecbf85f61de1e040753b8765fee0fcd60c55c35abc717d290517d3393857053fff7ddc46539ae2df846dd78d7c38e2e3aa9152840e" } }, "receipt_sha256": "6725f12516297d2a59e12214b80ca2969bb9581c0c2cace54c5dcd360560268b" }, { "storm_id": "256858", "lat": 36.4456, "lon": -76.83, "motion_east": 2.4, "motion_south": -10.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0124, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2948.0, "ebshear": 23.0, "srh01": 72.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 54.9514 }, { "name": "alignment", "value": -1.4337 }, { "name": "tau", "value": 3.467 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5881 }, "coherence_score": 3.467031478881836, "coherence_diagnostics": { "tau": 3.467031478881836, "grad_tau": 0.11478372663259506, "torsion": 0.0, "alignment": -1.4336988925933838, "S_field": 0.7715834379196167, "Gamma_field": 0.2128727287054062, "S_over_Gamma": 3.6246232986450195, "Da": 12.954659461975098, "E_coh": 0.8673784136772156, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.84, 36.49 ], [ -76.8, 36.49 ], [ -76.79, 36.48 ], [ -76.79, 36.41 ], [ -76.81, 36.39 ], [ -76.86, 36.39 ], [ -76.87, 36.41 ], [ -76.87, 36.46 ], [ -76.84, 36.49 ] ] ] }, "raw_probability": 0.5881, "confidence_lo": 0.0113, "confidence_hi": 0.0124, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c1bfb3eb215e6d78688ad9aea4fbc382c31ba43721307a692ef8116baa2c9874", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5881, "probability": 0.012378, "confidence_lo": 0.011287, "confidence_hi": 0.012392, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6c52119668c337bef88e7e1b2b636ade807127f115da02bcd99cbfacf43663a1", "signature": { "alg": "ed25519", "sig": "49a0687cf18d7d61d06bf37718a61e5e13b03fa815a691c42851729170fcb891b5efa5954eeb5d23461d6196f82ccd8912b33dc5d90d7bdec447e28a3997850f" } }, "receipt_sha256": "6c52119668c337bef88e7e1b2b636ade807127f115da02bcd99cbfacf43663a1" }, { "storm_id": "256145", "lat": 37.9729, "lon": -77.4629, "motion_east": 1.9, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.011, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2228.0, "ebshear": 25.0, "srh01": 81.0, "maxllaz": 0.004, "mesh": 0.26, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 81.0 }, { "name": "hrrr_pwat", "value": 43.2014 }, { "name": "alignment", "value": -1.6026 }, { "name": "tau", "value": 2.949 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.572 }, "coherence_score": 2.949018716812134, "coherence_diagnostics": { "tau": 2.949018716812134, "grad_tau": 0.18461529910564423, "torsion": 0.0, "alignment": -1.6025888919830322, "S_field": 0.39793288707733154, "Gamma_field": 0.1762060523033142, "S_over_Gamma": 2.258338451385498, "Da": 10.679014205932617, "E_coh": 0.47827306389808655, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.48, 38.01 ], [ -77.41, 38.01 ], [ -77.39, 38.0 ], [ -77.41, 37.98 ], [ -77.41, 37.96 ], [ -77.4, 37.95 ], [ -77.43, 37.93 ], [ -77.5, 37.93 ], [ -77.51, 37.92 ], [ -77.53, 37.94 ], [ -77.53, 37.98 ], [ -77.51, 38.0 ], [ -77.49, 38.0 ], [ -77.48, 38.01 ] ] ] }, "raw_probability": 0.572, "confidence_lo": 0.0065, "confidence_hi": 0.0111, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b10e40d7a2572d4fd272cf12a3fdf9eca1736b0c2773fea8649192a8b08150fc", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.572, "probability": 0.01102, "confidence_lo": 0.006513, "confidence_hi": 0.01107, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e169ed407c436762679d592b2d887ce6f272d7fea29b11a49823f58fb4235cc8", "signature": { "alg": "ed25519", "sig": "b31bf298100dbdc52b3d19e63fb49fd59259d7a74033c728ac4fb5123388a126e1c6303f1872a2dae1f0c1887a0d2a23ce5ebb8539b7b68bff8737cc06d8180c" } }, "receipt_sha256": "e169ed407c436762679d592b2d887ce6f272d7fea29b11a49823f58fb4235cc8" }, { "storm_id": "256898", "lat": 38.0836, "lon": -77.3364, "motion_east": 1.9, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.011, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2567.0, "ebshear": 24.0, "srh01": 74.0, "maxllaz": 0.004, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 74.0 }, { "name": "hrrr_pwat", "value": 43.2014 }, { "name": "alignment", "value": -1.6026 }, { "name": "tau", "value": 2.949 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.572 }, "coherence_score": 2.949018716812134, "coherence_diagnostics": { "tau": 2.949018716812134, "grad_tau": 0.18461529910564423, "torsion": 0.0, "alignment": -1.6025888919830322, "S_field": 0.39793288707733154, "Gamma_field": 0.1762060523033142, "S_over_Gamma": 2.258338451385498, "Da": 10.679014205932617, "E_coh": 0.47827306389808655, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.34, 38.13 ], [ -77.29, 38.13 ], [ -77.27, 38.11 ], [ -77.27, 38.07 ], [ -77.32, 38.03 ], [ -77.37, 38.03 ], [ -77.38, 38.04 ], [ -77.38, 38.07 ], [ -77.37, 38.08 ], [ -77.37, 38.1 ], [ -77.34, 38.13 ] ] ] }, "raw_probability": 0.572, "confidence_lo": 0.0065, "confidence_hi": 0.0111, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b10e40d7a2572d4fd272cf12a3fdf9eca1736b0c2773fea8649192a8b08150fc", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.572, "probability": 0.01102, "confidence_lo": 0.006513, "confidence_hi": 0.01107, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e169ed407c436762679d592b2d887ce6f272d7fea29b11a49823f58fb4235cc8", "signature": { "alg": "ed25519", "sig": "b31bf298100dbdc52b3d19e63fb49fd59259d7a74033c728ac4fb5123388a126e1c6303f1872a2dae1f0c1887a0d2a23ce5ebb8539b7b68bff8737cc06d8180c" } }, "receipt_sha256": "e169ed407c436762679d592b2d887ce6f272d7fea29b11a49823f58fb4235cc8" }, { "storm_id": "256849", "lat": 43.9176, "lon": -76.2282, "motion_east": 5.1, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0072, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1124.0, "ebshear": 33.0, "srh01": 125.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 125.0 }, { "name": "hrrr_pwat", "value": 46.0764 }, { "name": "alignment", "value": 1.0534 }, { "name": "tau", "value": 1.3839 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5591 }, "coherence_score": 1.3838574886322021, "coherence_diagnostics": { "tau": 1.3838574886322021, "grad_tau": 0.16511189937591553, "torsion": 0.0, "alignment": 1.0533561706542969, "S_field": 0.47329068183898926, "Gamma_field": 0.1620393842458725, "S_over_Gamma": 2.92083740234375, "Da": 10.104131698608398, "E_coh": 0.2776396870613098, "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": [ [ [ -76.27, 43.96 ], [ -76.26, 43.96 ], [ -76.25, 43.96 ], [ -76.24, 43.96 ], [ -76.24, 43.95 ], [ -76.24, 43.94 ], [ -76.24, 43.93 ], [ -76.23, 43.92 ], [ -76.22, 43.91 ], [ -76.21, 43.91 ], [ -76.2, 43.91 ], [ -76.19, 43.91 ], [ -76.18, 43.91 ], [ -76.17, 43.91 ], [ -76.17, 43.9 ], [ -76.17, 43.89 ], [ -76.17, 43.88 ], [ -76.18, 43.88 ], [ -76.19, 43.88 ], [ -76.19, 43.89 ], [ -76.2, 43.9 ], [ -76.21, 43.91 ], [ -76.22, 43.91 ], [ -76.23, 43.9 ], [ -76.24, 43.9 ], [ -76.25, 43.9 ], [ -76.26, 43.9 ], [ -76.27, 43.91 ], [ -76.28, 43.91 ], [ -76.28, 43.92 ], [ -76.28, 43.93 ], [ -76.28, 43.94 ], [ -76.28, 43.95 ], [ -76.27, 43.96 ] ] ] }, "raw_probability": 0.5591, "confidence_lo": 0.0065, "confidence_hi": 0.0072, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a7961c14f06f5ca8ca7bf539f12bb3a0e61dfa2c58114bb93ea626597821877a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5591, "probability": 0.007241, "confidence_lo": 0.006513, "confidence_hi": 0.007246, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "44479f3881fd5108eaf4bf743c063e34ed5261aa41bb00fe435ae3dcbc524d73", "signature": { "alg": "ed25519", "sig": "7800d54cfb1f749ebb12bdd13f8cb33fafab91cbb9e7958410f07a15f05e19ec0af5b17d11a4193281602745f1c4bfacd55fdb30260506e3ef3a0cb1be7d740c" } }, "receipt_sha256": "44479f3881fd5108eaf4bf743c063e34ed5261aa41bb00fe435ae3dcbc524d73" }, { "storm_id": "256491", "lat": 41.7092, "lon": -77.25, "motion_east": 8.2, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 588.0, "ebshear": 28.0, "srh01": 159.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 159.0 }, { "name": "hrrr_pwat", "value": 44.4514 }, { "name": "alignment", "value": -7.0945 }, { "name": "tau", "value": 1.9828 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5222 }, "coherence_score": 1.9828158617019653, "coherence_diagnostics": { "tau": 1.9828158617019653, "grad_tau": 0.3594370186328888, "torsion": 0.0, "alignment": -7.094544887542725, "S_field": 0.6217049956321716, "Gamma_field": 0.2012060433626175, "S_over_Gamma": 3.0898921489715576, "Da": 12.239354133605957, "E_coh": 0.7065966725349426, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.26, 41.76 ], [ -77.24, 41.74 ], [ -77.2, 41.74 ], [ -77.18, 41.72 ], [ -77.21, 41.69 ], [ -77.21, 41.67 ], [ -77.23, 41.65 ], [ -77.29, 41.65 ], [ -77.29, 41.66 ], [ -77.31, 41.68 ], [ -77.3, 41.75 ], [ -77.27, 41.75 ], [ -77.26, 41.76 ] ] ] }, "raw_probability": 0.5222, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e4cf9a7ea1022c15f8aaaa2f9fdeff71ca7acba21cdf4f7d19a0e746ee12507b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5222, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b0c067cf86eaeefa8c7c89080413be71751380b4af980f80f9719e5901c6639f", "signature": { "alg": "ed25519", "sig": "0cfc53484699dc5982f31d45ef899c3ff519415f0d97e2e611ad303676e9a37e43725b767f2220b2afb8b9f453333cae483807e47c6aba370d8aef2b3af7de02" } }, "receipt_sha256": "b0c067cf86eaeefa8c7c89080413be71751380b4af980f80f9719e5901c6639f" }, { "storm_id": "256608", "lat": 32.6791, "lon": -83.3627, "motion_east": 8.7, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2146.0, "ebshear": 24.0, "srh01": 101.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 101.0 }, { "name": "hrrr_pwat", "value": 41.5764 }, { "name": "alignment", "value": 3.9913 }, { "name": "tau", "value": 2.548 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5165 }, "coherence_score": 2.5480377674102783, "coherence_diagnostics": { "tau": 2.5480377674102783, "grad_tau": 0.6535192131996155, "torsion": 0.0, "alignment": 3.9913313388824463, "S_field": 0.7985787391662598, "Gamma_field": 0.22037272155284882, "S_over_Gamma": 3.6237640380859375, "Da": 12.630160331726074, "E_coh": 0.9094938039779663, "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": [ [ [ -83.36, 32.73 ], [ -83.35, 32.72 ], [ -83.33, 32.72 ], [ -83.3, 32.69 ], [ -83.3, 32.65 ], [ -83.35, 32.61 ], [ -83.39, 32.61 ], [ -83.42, 32.63 ], [ -83.43, 32.67 ], [ -83.4, 32.71 ], [ -83.36, 32.73 ] ] ] }, "raw_probability": 0.5165, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "96b8bde68cf3da846a642f05c4154a4067d4ee05238cdc7c97fff70931802b3a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5165, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "168d6139d9c4f16b2498729e29af1cd7dde1defaa0c3e0896b519598343299c5", "signature": { "alg": "ed25519", "sig": "a767e67c14ef943a5b393755aaf78dbab544ef34ab991a6caa1791758b1e22bbe6cb28a0d85f4ef09f67a748da830046efdeb1f484255efd896a42da7c4dc006" } }, "receipt_sha256": "168d6139d9c4f16b2498729e29af1cd7dde1defaa0c3e0896b519598343299c5" }, { "storm_id": "256746", "lat": 42.9986, "lon": -78.4057, "motion_east": 7.0, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1416.0, "ebshear": 40.0, "srh01": 156.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 156.0 }, { "name": "hrrr_pwat", "value": 45.3264 }, { "name": "alignment", "value": -6.378 }, { "name": "tau", "value": 1.5285 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5066 }, "coherence_score": 1.5284725427627563, "coherence_diagnostics": { "tau": 1.5284725427627563, "grad_tau": 0.40583905577659607, "torsion": 0.0, "alignment": -6.377951145172119, "S_field": 0.3486666977405548, "Gamma_field": 0.29537272453308105, "S_over_Gamma": 1.1804295778274536, "Da": 18.391223907470703, "E_coh": 0.07510380446910858, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.4, 43.04 ], [ -78.36, 43.02 ], [ -78.36, 42.98 ], [ -78.4, 42.95 ], [ -78.46, 42.95 ], [ -78.46, 43.01 ], [ -78.4, 43.04 ] ] ] }, "raw_probability": 0.5066, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0238e39a95343a83ee2fb54526fc1a36dcdee3b0717f027d62c3f918e3b0dc97", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5066, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ade4197404929c13ffa5311470c9d5bc33c1e0f526ee2883b5cafd2d5bbf0abd", "signature": { "alg": "ed25519", "sig": "4647d2e4287d1cccd126d86a8b550ca20796ca771103d61f6755398e5f2e41063d00deb762a7ed07ad31de6de88fb80527e90e54772886c24d8af0fc2c828106" } }, "receipt_sha256": "ade4197404929c13ffa5311470c9d5bc33c1e0f526ee2883b5cafd2d5bbf0abd" }, { "storm_id": "256894", "lat": 41.8489, "lon": -77.1744, "motion_east": 8.2, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 630.0, "ebshear": 29.0, "srh01": 158.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 158.0 }, { "name": "hrrr_pwat", "value": 44.4514 }, { "name": "alignment", "value": -7.0945 }, { "name": "tau", "value": 1.9828 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5007 }, "coherence_score": 1.9828158617019653, "coherence_diagnostics": { "tau": 1.9828158617019653, "grad_tau": 0.3594370186328888, "torsion": 0.0, "alignment": -7.094544887542725, "S_field": 0.6217049956321716, "Gamma_field": 0.2012060433626175, "S_over_Gamma": 3.0898921489715576, "Da": 12.239354133605957, "E_coh": 0.7065966725349426, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.16, 41.89 ], [ -77.12, 41.85 ], [ -77.13, 41.83 ], [ -77.18, 41.83 ], [ -77.2, 41.81 ], [ -77.21, 41.82 ], [ -77.21, 41.85 ], [ -77.2, 41.87 ], [ -77.16, 41.89 ] ] ] }, "raw_probability": 0.5007, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6b14eee2dcf580b7d080bc534bb360080ed8d747367a471050384b69ff6963c2", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.5007, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3516a68b7e805a8c3bd2eb4be4ff6603e430e87ee170fee8c9b39d2fd534d5bb", "signature": { "alg": "ed25519", "sig": "b16bedca2c432023a98f15806941b27dd2975bb70b82d47551b6f17a01d642f193492f0016d2671caf5ce05e4e148a2dff7b4c10882acf7a5768087c06b50408" } }, "receipt_sha256": "3516a68b7e805a8c3bd2eb4be4ff6603e430e87ee170fee8c9b39d2fd534d5bb" }, { "storm_id": "256854", "lat": 39.6783, "lon": -76.35, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1311.0, "ebshear": 29.0, "srh01": 52.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 49.9514 }, { "name": "alignment", "value": -7.8398 }, { "name": "tau", "value": 2.7654 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.4931 }, "coherence_score": 2.7654340267181396, "coherence_diagnostics": { "tau": 2.7654340267181396, "grad_tau": 0.23040619492530823, "torsion": 0.0, "alignment": -7.839803218841553, "S_field": 0.6821491718292236, "Gamma_field": 0.18203939497470856, "S_over_Gamma": 3.7472612857818604, "Da": 11.037088394165039, "E_coh": 0.6493712663650513, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.35, 39.72 ], [ -76.3, 39.72 ], [ -76.29, 39.71 ], [ -76.29, 39.66 ], [ -76.31, 39.64 ], [ -76.35, 39.62 ], [ -76.4, 39.62 ], [ -76.41, 39.63 ], [ -76.41, 39.68 ], [ -76.38, 39.71 ], [ -76.36, 39.71 ], [ -76.35, 39.72 ] ] ] }, "raw_probability": 0.4931, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "efe80e2fd760dcb429f12417f24cc3fe29563481038dd48f4026405e2e0af051", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4931, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bc7dc45bd0207776a0fbceacf9d721a9dd70f6ebe33f057746cb3599ccdda10f", "signature": { "alg": "ed25519", "sig": "26f1522f36546f3f52e078db3e42606f46b4d49315e500dfd2804472ba26f89b86b20e430ac2e7f74ea759afcecb1f7975f682d0c04a6e186b8da4fbf93f210f" } }, "receipt_sha256": "bc7dc45bd0207776a0fbceacf9d721a9dd70f6ebe33f057746cb3599ccdda10f" }, { "storm_id": "255692", "lat": 43.8162, "lon": -76.6704, "motion_east": 5.3, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 682.0, "ebshear": 40.0, "srh01": 143.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 143.0 }, { "name": "hrrr_pwat", "value": 46.0764 }, { "name": "alignment", "value": 1.0534 }, { "name": "tau", "value": 1.3839 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.485 }, "coherence_score": 1.3838574886322021, "coherence_diagnostics": { "tau": 1.3838574886322021, "grad_tau": 0.16511189937591553, "torsion": 0.0, "alignment": 1.0533561706542969, "S_field": 0.47329068183898926, "Gamma_field": 0.1620393842458725, "S_over_Gamma": 2.92083740234375, "Da": 10.104131698608398, "E_coh": 0.2776396870613098, "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": [ [ [ -76.63, 43.94 ], [ -76.57, 43.94 ], [ -76.51, 43.91 ], [ -76.51, 43.88 ], [ -76.55, 43.81 ], [ -76.58, 43.78 ], [ -76.58, 43.77 ], [ -76.6, 43.75 ], [ -76.65, 43.75 ], [ -76.66, 43.76 ], [ -76.7, 43.76 ], [ -76.71, 43.77 ], [ -76.73, 43.77 ], [ -76.76, 43.74 ], [ -76.8, 43.75 ], [ -76.8, 43.76 ], [ -76.77, 43.79 ], [ -76.77, 43.81 ], [ -76.76, 43.82 ], [ -76.75, 43.81 ], [ -76.73, 43.81 ], [ -76.68, 43.86 ], [ -76.66, 43.91 ], [ -76.63, 43.94 ] ] ] }, "raw_probability": 0.485, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2c7a8b93045c934015680341516be19509b23f74fbe71e2ca211f5045be09d1e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.485, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9bd31abae4b59cd08d806bd25ced3388b955a00e68163b03a788fda6a1b35779", "signature": { "alg": "ed25519", "sig": "e8f3528fe44c495fae78525cebefb07c7ef5976a259ada0438e8ff5846f7e56a92ffb110aec949fb11db0c84c5a7770b74338e9473aed9c53961797a51abb208" } }, "receipt_sha256": "9bd31abae4b59cd08d806bd25ced3388b955a00e68163b03a788fda6a1b35779" }, { "storm_id": "255424", "lat": 40.2808, "lon": -79.5942, "motion_east": 6.8, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1731.0, "ebshear": 34.0, "srh01": 90.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 37.2014 }, { "name": "alignment", "value": -1.011 }, { "name": "tau", "value": 2.3365 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4792 }, "coherence_score": 2.3365328311920166, "coherence_diagnostics": { "tau": 2.3365328311920166, "grad_tau": 0.3311878740787506, "torsion": 0.0, "alignment": -1.0110453367233276, "S_field": 0.7103280425071716, "Gamma_field": 0.2337060570716858, "S_over_Gamma": 3.039407968521118, "Da": 13.884675979614258, "E_coh": 0.791548490524292, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.62, 40.33 ], [ -79.56, 40.32 ], [ -79.55, 40.31 ], [ -79.55, 40.25 ], [ -79.57, 40.24 ], [ -79.58, 40.25 ], [ -79.6, 40.24 ], [ -79.61, 40.25 ], [ -79.61, 40.26 ], [ -79.63, 40.28 ], [ -79.63, 40.31 ], [ -79.62, 40.33 ] ] ] }, "raw_probability": 0.4792, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a932fe5984f66aa44033ed653f3cd28b43b1730a7fce2ea243810a5534229e70", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4792, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "66449882696be9144be5bb67427c67025077884fdc64a0f9c19567492adc6e5a", "signature": { "alg": "ed25519", "sig": "a39691e5bf1db96bd434ea79f1167a42b0e40a729260b5e1af7a004a6e46d80360dc891ec9d4db231c5477dafb701474e492c59352d5c4570b61bdab03fbe309" } }, "receipt_sha256": "66449882696be9144be5bb67427c67025077884fdc64a0f9c19567492adc6e5a" }, { "storm_id": "256742", "lat": 44.8642, "lon": -76.1042, "motion_east": 2.5, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 416.0, "ebshear": 31.0, "srh01": 108.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 47.4514 }, { "name": "alignment", "value": -5.4015 }, { "name": "tau", "value": 1.5122 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4767 }, "coherence_score": 1.5121551752090454, "coherence_diagnostics": { "tau": 1.5121551752090454, "grad_tau": 0.2338104546070099, "torsion": 0.0, "alignment": -5.401503562927246, "S_field": 0.4573572874069214, "Gamma_field": 0.212872713804245, "S_over_Gamma": 2.14850115776062, "Da": 13.016447067260742, "E_coh": 0.15435463190078735, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.14, 44.9 ], [ -76.1, 44.9 ], [ -76.09, 44.89 ], [ -76.05, 44.88 ], [ -76.04, 44.87 ], [ -76.05, 44.83 ], [ -76.06, 44.82 ], [ -76.12, 44.82 ], [ -76.14, 44.83 ], [ -76.16, 44.85 ], [ -76.16, 44.88 ], [ -76.14, 44.9 ] ] ] }, "raw_probability": 0.4767, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e536cbb4049456d9087123252bfb16023951988fa832dba2002c765957715c7f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4767, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4731db34ba4f326e9ff9e826afffe09ab56fb305c501c930c7261f1bc40a5d69", "signature": { "alg": "ed25519", "sig": "bf18c5b1509ab0285011c0ac30a5190768033a7d49f4e10ba7d1c2b325e70b615aa13a7c342c54e7b6d481f1306d677882d09f86912b38a998f6f1b38eb10004" } }, "receipt_sha256": "4731db34ba4f326e9ff9e826afffe09ab56fb305c501c930c7261f1bc40a5d69" }, { "storm_id": "255768", "lat": 41.6244, "lon": -76.9538, "motion_east": 8.2, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 461.0, "ebshear": 27.0, "srh01": 152.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 152.0 }, { "name": "hrrr_pwat", "value": 42.9514 }, { "name": "alignment", "value": -8.2218 }, { "name": "tau", "value": 1.8138 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4756 }, "coherence_score": 1.8138267993927002, "coherence_diagnostics": { "tau": 1.8138267993927002, "grad_tau": 0.3873787522315979, "torsion": 0.0, "alignment": -8.221816062927246, "S_field": 0.44728508591651917, "Gamma_field": 0.26953938603401184, "S_over_Gamma": 1.65944242477417, "Da": 16.4376163482666, "E_coh": 0.44612130522727966, "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": [ [ [ -76.98, 41.92 ], [ -76.92, 41.92 ], [ -76.91, 41.9 ], [ -76.91, 41.87 ], [ -76.93, 41.85 ], [ -76.93, 41.82 ], [ -76.91, 41.8 ], [ -76.87, 41.78 ], [ -76.85, 41.78 ], [ -76.84, 41.77 ], [ -76.79, 41.77 ], [ -76.78, 41.78 ], [ -76.69, 41.78 ], [ -76.68, 41.77 ], [ -76.67, 41.78 ], [ -76.64, 41.73 ], [ -76.61, 41.73 ], [ -76.62, 41.72 ], [ -76.67, 41.71 ], [ -76.69, 41.69 ], [ -76.76, 41.68 ], [ -76.8, 41.66 ], [ -76.9, 41.66 ], [ -76.92, 41.65 ], [ -76.96, 41.61 ], [ -76.96, 41.59 ], [ -76.97, 41.58 ], [ -76.97, 41.54 ], [ -76.96, 41.53 ], [ -76.96, 41.29 ], [ -76.97, 41.27 ], [ -77.02, 41.22 ], [ -77.02, 41.21 ], [ -77.03, 41.21 ], [ -77.05, 41.19 ], [ -77.09, 41.22 ], [ -77.09, 41.24 ], [ -77.07, 41.27 ], [ -77.07, 41.33 ], [ -77.11, 41.39 ], [ -77.15, 41.39 ], [ -77.16, 41.4 ], [ -77.16, 41.43 ], [ -77.15, 41.44 ], [ -77.12, 41.44 ], [ -77.09, 41.48 ], [ -77.08, 41.56 ], [ -77.07, 41.57 ], [ -77.06, 41.61 ], [ -77.04, 41.63 ], [ -77.02, 41.67 ], [ -77.02, 41.69 ], [ -77.01, 41.7 ], [ -77.01, 41.74 ], [ -77.0, 41.75 ], [ -77.0, 41.78 ], [ -77.01, 41.79 ], [ -77.07, 41.79 ], [ -77.08, 41.8 ], [ -77.08, 41.84 ], [ -77.1, 41.85 ], [ -77.06, 41.86 ], [ -76.98, 41.92 ] ] ] }, "raw_probability": 0.4756, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1409f3beb2eb3cfa1ccfb2afce3f30808e85c41258561f92f7acfb118f6af984", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4756, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5297c600838b1218f2b3ccda2b0af889b49321baed81984e512a2fda96949b1b", "signature": { "alg": "ed25519", "sig": "19dc76701039a44af672eeacbcc016ba9f51d7194c910bfcb06187febb29ed560d20492c861de43e8821f4c033379d976c68484e29b77462c0ccb5115ec6ec07" } }, "receipt_sha256": "5297c600838b1218f2b3ccda2b0af889b49321baed81984e512a2fda96949b1b" }, { "storm_id": "256200", "lat": 46.0317, "lon": -73.0178, "motion_east": 0.7, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1211.0, "ebshear": 33.0, "srh01": 68.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 42.5764 }, { "name": "alignment", "value": -5.3015 }, { "name": "tau", "value": 1.3774 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4622 }, "coherence_score": 1.3773707151412964, "coherence_diagnostics": { "tau": 1.3773707151412964, "grad_tau": 0.12946031987667084, "torsion": 0.0, "alignment": -5.301535606384277, "S_field": 0.5556378364562988, "Gamma_field": 0.23703938722610474, "S_over_Gamma": 2.34407377243042, "Da": 14.468505859375, "E_coh": 0.7278726100921631, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.12, 46.09 ], [ -73.06, 46.09 ], [ -73.03, 46.07 ], [ -72.99, 46.07 ], [ -72.98, 46.06 ], [ -72.95, 46.06 ], [ -72.93, 46.05 ], [ -72.91, 46.03 ], [ -72.91, 45.98 ], [ -72.94, 45.96 ], [ -72.99, 45.96 ], [ -73.0, 45.97 ], [ -73.02, 45.97 ], [ -73.04, 45.99 ], [ -73.07, 46.0 ], [ -73.13, 46.05 ], [ -73.13, 46.08 ], [ -73.12, 46.09 ] ] ] }, "raw_probability": 0.4622, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ae55c4d989a36c2e65e6ad93bcbdba6e6e4412f2f559d84146e64039417aa87e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4622, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bdae6700b23b16633d789293183488f0a3ee3f5ca561f549f8923e0d33ef63b4", "signature": { "alg": "ed25519", "sig": "de6a91eeaabf3055095952031f81437957f1bda1c8eb7f8624e3194836ffb35423e6deeb0ad9c65f5ccd96ae8dd638c19f6ae9a4ebba926189afbbe59afbf30e" } }, "receipt_sha256": "bdae6700b23b16633d789293183488f0a3ee3f5ca561f549f8923e0d33ef63b4" }, { "storm_id": "256905", "lat": 32.15, "lon": -83.2757, "motion_east": 8.7, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3102.0, "ebshear": 26.0, "srh01": 70.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 46.0764 }, { "name": "alignment", "value": 2.5939 }, { "name": "tau", "value": 2.8414 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4611 }, "coherence_score": 2.8414406776428223, "coherence_diagnostics": { "tau": 2.8414406776428223, "grad_tau": 0.5394449234008789, "torsion": 0.0, "alignment": 2.593864917755127, "S_field": 1.0138765573501587, "Gamma_field": 0.24203939735889435, "S_over_Gamma": 4.18889045715332, "Da": 14.368127822875977, "E_coh": 0.9412578344345093, "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": [ [ [ -83.29, 32.18 ], [ -83.24, 32.18 ], [ -83.24, 32.13 ], [ -83.25, 32.11 ], [ -83.31, 32.11 ], [ -83.31, 32.16 ], [ -83.29, 32.18 ] ] ] }, "raw_probability": 0.4611, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4db3ebbdd1f612c94dfe0f81dd5914023bf6f922e141057d2203de6cefa77183", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4611, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94916a884cbb641b49aabc3f461bbbb90d87835dcae28c33995e9f1a23e311d6", "signature": { "alg": "ed25519", "sig": "a41acf8d5b5b4db0c77c58ef5160a7a1b0d046a2ae67dfce80b2e9bceb8fd93fd4a69cf22ba26ff2648acaa09de5d5297e89aaccfefde83bd36d06a60fef3e0b" } }, "receipt_sha256": "94916a884cbb641b49aabc3f461bbbb90d87835dcae28c33995e9f1a23e311d6" }, { "storm_id": "255496", "lat": 32.5618, "lon": -82.9993, "motion_east": 8.8, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3205.0, "ebshear": 25.0, "srh01": 90.0, "maxllaz": 0.008, "mesh": 0.18, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 41.5764 }, { "name": "alignment", "value": 3.9913 }, { "name": "tau", "value": 2.548 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.4503 }, "coherence_score": 2.5480377674102783, "coherence_diagnostics": { "tau": 2.5480377674102783, "grad_tau": 0.6535192131996155, "torsion": 0.0, "alignment": 3.9913313388824463, "S_field": 0.7985787391662598, "Gamma_field": 0.22037272155284882, "S_over_Gamma": 3.6237640380859375, "Da": 12.630160331726074, "E_coh": 0.9094938039779663, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.15, 32.86 ], [ -83.1, 32.86 ], [ -83.1, 32.81 ], [ -83.09, 32.8 ], [ -83.09, 32.78 ], [ -83.03, 32.72 ], [ -83.02, 32.72 ], [ -82.99, 32.68 ], [ -82.96, 32.68 ], [ -82.91, 32.73 ], [ -82.89, 32.73 ], [ -82.85, 32.69 ], [ -82.84, 32.69 ], [ -82.84, 32.67 ], [ -82.83, 32.66 ], [ -82.84, 32.65 ], [ -82.84, 32.63 ], [ -82.82, 32.61 ], [ -82.77, 32.61 ], [ -82.75, 32.59 ], [ -82.76, 32.56 ], [ -82.8, 32.51 ], [ -82.8, 32.48 ], [ -82.81, 32.47 ], [ -82.89, 32.47 ], [ -82.91, 32.45 ], [ -82.92, 32.43 ], [ -82.92, 32.4 ], [ -82.96, 32.32 ], [ -82.97, 32.26 ], [ -83.01, 32.21 ], [ -83.12, 32.21 ], [ -83.13, 32.2 ], [ -83.15, 32.2 ], [ -83.17, 32.22 ], [ -83.17, 32.24 ], [ -83.14, 32.24 ], [ -83.05, 32.34 ], [ -83.05, 32.36 ], [ -83.03, 32.39 ], [ -83.03, 32.42 ], [ -83.01, 32.46 ], [ -83.01, 32.5 ], [ -83.02, 32.51 ], [ -83.01, 32.52 ], [ -83.01, 32.58 ], [ -83.04, 32.61 ], [ -83.07, 32.62 ], [ -83.09, 32.66 ], [ -83.13, 32.7 ], [ -83.17, 32.72 ], [ -83.17, 32.75 ], [ -83.2, 32.78 ], [ -83.19, 32.8 ], [ -83.19, 32.84 ], [ -83.15, 32.86 ] ] ] }, "raw_probability": 0.4503, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "5554fcddf95c1abb2f5ea97d1d1101332f2f0da8d52ce13af36f53c8b5bb67d7", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4503, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "19bcb8c61cf180b650ffe0372c95581cbe24817078a110d8883e80c8e59099c0", "signature": { "alg": "ed25519", "sig": "115667c1a2aa8baafc839b6bc6592f34597cce07d87653b20ff6434bb3789b26794dd58649be5f868df1092793e064f50cbe968f81bd311e4211db4c7ee38905" } }, "receipt_sha256": "19bcb8c61cf180b650ffe0372c95581cbe24817078a110d8883e80c8e59099c0" }, { "storm_id": "256629", "lat": 41.7614, "lon": -76.5129, "motion_east": 7.9, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 150.0, "ebshear": 26.0, "srh01": 130.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 130.0 }, { "name": "hrrr_pwat", "value": 42.9514 }, { "name": "alignment", "value": -8.2218 }, { "name": "tau", "value": 1.8138 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.449 }, "coherence_score": 1.8138267993927002, "coherence_diagnostics": { "tau": 1.8138267993927002, "grad_tau": 0.3873787522315979, "torsion": 0.0, "alignment": -8.221816062927246, "S_field": 0.44728508591651917, "Gamma_field": 0.26953938603401184, "S_over_Gamma": 1.65944242477417, "Da": 16.4376163482666, "E_coh": 0.44612130522727966, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.5, 41.81 ], [ -76.47, 41.8 ], [ -76.45, 41.78 ], [ -76.45, 41.74 ], [ -76.46, 41.73 ], [ -76.5, 41.71 ], [ -76.52, 41.71 ], [ -76.56, 41.73 ], [ -76.58, 41.73 ], [ -76.56, 41.75 ], [ -76.57, 41.77 ], [ -76.55, 41.79 ], [ -76.51, 41.8 ], [ -76.5, 41.81 ] ] ] }, "raw_probability": 0.449, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2a6ec1c29a41120be5baf77a2392e822421ff3598448ef9d360e6bb9dfa24b72", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.449, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "536213080b1817c6648a6adfe24d075b3ad7ad1db0f2ebf872067acf010e25fe", "signature": { "alg": "ed25519", "sig": "b9c91760f8007017b0d0612662e094cb4e57664cf84704aabc72e2f2a3128c50107b08c71ca23b3c6c1b249392d7ba8ebeb7b8390a5c5d0409c77194da4cea0e" } }, "receipt_sha256": "536213080b1817c6648a6adfe24d075b3ad7ad1db0f2ebf872067acf010e25fe" }, { "storm_id": "255373", "lat": 36.3156, "lon": -77.1011, "motion_east": 2.2, "motion_south": -11.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2709.0, "ebshear": 23.0, "srh01": 57.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 52.9514 }, { "name": "alignment", "value": -0.8513 }, { "name": "tau", "value": 3.3352 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4476 }, "coherence_score": 3.3351569175720215, "coherence_diagnostics": { "tau": 3.3351569175720215, "grad_tau": 0.20814651250839233, "torsion": 0.0, "alignment": -0.8512933254241943, "S_field": 0.41350695490837097, "Gamma_field": 0.16037271916866302, "S_over_Gamma": 2.5784120559692383, "Da": 9.940178871154785, "E_coh": 0.7029953598976135, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.11, 36.36 ], [ -77.07, 36.35 ], [ -77.06, 36.33 ], [ -77.06, 36.29 ], [ -77.09, 36.27 ], [ -77.13, 36.27 ], [ -77.14, 36.28 ], [ -77.14, 36.33 ], [ -77.11, 36.36 ] ] ] }, "raw_probability": 0.4476, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0634924d1ec4921eec1bd5ac7c288518a407c6b1131e6f49b1f7b48d1ec68da9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4476, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b7893058b8dabbd9f43c4ce9a708e783ddcd4d403038b336281170105f8b4ca", "signature": { "alg": "ed25519", "sig": "8ba05f572f6ce3393873b4e9dc1c25c21a1ac6241099c717df25928d579c1f12015694ebc5989518690cf528eb71962498734f7106c71d5c1a53a834d5d9920b" } }, "receipt_sha256": "7b7893058b8dabbd9f43c4ce9a708e783ddcd4d403038b336281170105f8b4ca" }, { "storm_id": "256312", "lat": 36.515, "lon": -77.092, "motion_east": 2.2, "motion_south": -12.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2744.0, "ebshear": 26.0, "srh01": 57.0, "maxllaz": 0.004, "mesh": 0.03, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 52.9514 }, { "name": "alignment", "value": -0.8513 }, { "name": "tau", "value": 3.3352 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4476 }, "coherence_score": 3.3351569175720215, "coherence_diagnostics": { "tau": 3.3351569175720215, "grad_tau": 0.20814651250839233, "torsion": 0.0, "alignment": -0.8512933254241943, "S_field": 0.41350695490837097, "Gamma_field": 0.16037271916866302, "S_over_Gamma": 2.5784120559692383, "Da": 9.940178871154785, "E_coh": 0.7029953598976135, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.21, 36.68 ], [ -77.17, 36.68 ], [ -77.14, 36.66 ], [ -77.14, 36.6 ], [ -77.08, 36.54 ], [ -77.07, 36.51 ], [ -77.05, 36.49 ], [ -77.04, 36.49 ], [ -77.03, 36.47 ], [ -77.01, 36.47 ], [ -76.99, 36.49 ], [ -76.97, 36.49 ], [ -76.93, 36.47 ], [ -76.93, 36.42 ], [ -76.94, 36.41 ], [ -77.02, 36.41 ], [ -77.03, 36.42 ], [ -77.04, 36.41 ], [ -77.07, 36.41 ], [ -77.08, 36.42 ], [ -77.1, 36.41 ], [ -77.14, 36.43 ], [ -77.17, 36.47 ], [ -77.18, 36.53 ], [ -77.19, 36.54 ], [ -77.19, 36.57 ], [ -77.21, 36.59 ], [ -77.21, 36.64 ], [ -77.22, 36.65 ], [ -77.21, 36.68 ] ] ] }, "raw_probability": 0.4476, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0634924d1ec4921eec1bd5ac7c288518a407c6b1131e6f49b1f7b48d1ec68da9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4476, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b7893058b8dabbd9f43c4ce9a708e783ddcd4d403038b336281170105f8b4ca", "signature": { "alg": "ed25519", "sig": "8ba05f572f6ce3393873b4e9dc1c25c21a1ac6241099c717df25928d579c1f12015694ebc5989518690cf528eb71962498734f7106c71d5c1a53a834d5d9920b" } }, "receipt_sha256": "7b7893058b8dabbd9f43c4ce9a708e783ddcd4d403038b336281170105f8b4ca" }, { "storm_id": "256848", "lat": 44.8217, "lon": -73.6617, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 901.0, "ebshear": 29.0, "srh01": 88.0, "maxllaz": -0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 40.8264 }, { "name": "alignment", "value": -7.5781 }, { "name": "tau", "value": 1.6389 }, { "name": "maxllaz", "value": -0.001 } ], "model_scores": { "gbt_prob": 0.4446 }, "coherence_score": 1.6388574838638306, "coherence_diagnostics": { "tau": 1.6388574838638306, "grad_tau": 0.1059589684009552, "torsion": 0.0, "alignment": -7.57808780670166, "S_field": 0.4871360659599304, "Gamma_field": 0.1995393931865692, "S_over_Gamma": 2.44130277633667, "Da": 12.256052017211914, "E_coh": 0.48948121070861816, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.69, 44.86 ], [ -73.61, 44.86 ], [ -73.61, 44.78 ], [ -73.68, 44.78 ], [ -73.69, 44.79 ], [ -73.69, 44.86 ] ] ] }, "raw_probability": 0.4446, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f04b11235356a9bc161398d3bcf7bf7069bc83b894781cb3070e6a3a8a72c158", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4446, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2c60296c750d23201d6c9e15d7f58efa58f2132723275309e39ae7ff5d4f75e3", "signature": { "alg": "ed25519", "sig": "c6d8c8d05994f764e29a93bf0b2b63b7ac20b694f716638a9da0ca21647b1eff0133ac28ba62a1670efc612f6cf823d0dbcad5c57f99108434c26c74d9f9c601" } }, "receipt_sha256": "2c60296c750d23201d6c9e15d7f58efa58f2132723275309e39ae7ff5d4f75e3" }, { "storm_id": "256745", "lat": 43.715, "lon": -77.852, "motion_east": 5.5, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 635.0, "ebshear": 36.0, "srh01": 185.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 185.0 }, { "name": "hrrr_pwat", "value": 51.3264 }, { "name": "alignment", "value": -8.5844 }, { "name": "tau", "value": 1.1462 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4249 }, "coherence_score": 1.1461684703826904, "coherence_diagnostics": { "tau": 1.1461684703826904, "grad_tau": 0.18497370183467865, "torsion": 0.0, "alignment": -8.584444046020508, "S_field": 0.5398166179656982, "Gamma_field": 1.1312060356140137, "S_over_Gamma": 0.47720450162887573, "Da": 74.645263671875, "E_coh": 0.14844729006290436, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.84, 43.76 ], [ -77.82, 43.75 ], [ -77.81, 43.73 ], [ -77.82, 43.69 ], [ -77.86, 43.65 ], [ -77.89, 43.65 ], [ -77.9, 43.69 ], [ -77.87, 43.73 ], [ -77.87, 43.74 ], [ -77.84, 43.76 ] ] ] }, "raw_probability": 0.4249, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "128590c698e1281ab235bc0469358df0fcb2dbe5fe4b2daec081af5b7ff4782d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4249, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4ecdb7784bddc88ea07cf9aa185a6e0c7b075a8534923df4c64e189ec8e59c02", "signature": { "alg": "ed25519", "sig": "ea43752d2637928fabbc29adb83c674f51fc5af9150513deca6fa9ba2e03d444fd87c28382caa13efffcf32b2f8b1bd1dafbdafb702a7f355abb9fe2ef18b90f" } }, "receipt_sha256": "4ecdb7784bddc88ea07cf9aa185a6e0c7b075a8534923df4c64e189ec8e59c02" }, { "storm_id": "256801", "lat": 32.312, "lon": -81.007, "motion_east": 3.8, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2392.0, "ebshear": 20.0, "srh01": 31.0, "maxllaz": 0.006, "mesh": 0.08, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 59.4514 }, { "name": "alignment", "value": 9.0043 }, { "name": "tau", "value": 3.3171 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.4241 }, "coherence_score": 3.3171114921569824, "coherence_diagnostics": { "tau": 3.3171114921569824, "grad_tau": 0.24979782104492188, "torsion": 0.0, "alignment": 9.004292488098145, "S_field": 0.8873225450515747, "Gamma_field": 0.1553727239370346, "S_over_Gamma": 5.710928916931152, "Da": 10.064926147460938, "E_coh": 0.7196027636528015, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.03, 32.36 ], [ -80.98, 32.36 ], [ -80.95, 32.33 ], [ -80.95, 32.28 ], [ -80.97, 32.26 ], [ -81.02, 32.26 ], [ -81.04, 32.28 ], [ -81.05, 32.3 ], [ -81.05, 32.33 ], [ -81.03, 32.36 ] ] ] }, "raw_probability": 0.4241, "confidence_lo": 0.0065, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1536a550f9d47d64eaf3efacc1de12e0c38d1ec58f2c4d3f74ffeeda8b342713", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4241, "probability": 0.006618, "confidence_lo": 0.006513, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2804c1b8085041a0e864332f531c7cb10fa698979e4d9970278ded36989b47fc", "signature": { "alg": "ed25519", "sig": "550e36c49dec931c84bf5edb3281f56ac58983b66676fb43ca2ec5f47ae7226d01f57bdcec8aa9abc3968157411105b68496ff0ab22a8407aa25140c38a3b30b" } }, "receipt_sha256": "2804c1b8085041a0e864332f531c7cb10fa698979e4d9970278ded36989b47fc" }, { "storm_id": "256726", "lat": 32.817, "lon": -81.019, "motion_east": 4.0, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0066, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2378.0, "ebshear": 19.0, "srh01": 34.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 59.4514 }, { "name": "alignment", "value": 9.0043 }, { "name": "tau", "value": 3.3171 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4207 }, "coherence_score": 3.3171114921569824, "coherence_diagnostics": { "tau": 3.3171114921569824, "grad_tau": 0.24979782104492188, "torsion": 0.0, "alignment": 9.004292488098145, "S_field": 0.8873225450515747, "Gamma_field": 0.1553727239370346, "S_over_Gamma": 5.710928916931152, "Da": 10.064926147460938, "E_coh": 0.7196027636528015, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.06, 32.85 ], [ -80.99, 32.85 ], [ -80.98, 32.83 ], [ -80.99, 32.81 ], [ -80.98, 32.8 ], [ -80.99, 32.78 ], [ -81.04, 32.78 ], [ -81.05, 32.79 ], [ -81.05, 32.83 ], [ -81.06, 32.85 ] ] ] }, "raw_probability": 0.4207, "confidence_lo": 0.0055, "confidence_hi": 0.0066, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0fb37fcee5f8f2d403cf82aae5b95ec373992c1a24f8aab8e237061ad5ce03f9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4207, "probability": 0.006611, "confidence_lo": 0.005511, "confidence_hi": 0.006618, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6e4da2bf85091e24da6b447826638b984cf3f88202c83c98f1d4a0f15bfc54f2", "signature": { "alg": "ed25519", "sig": "2ab328227728670eaa8f30a10c668af933509507466f88135a90b83eebf2dcb45af0d8ba328133973e911f6d9c0b7de997529dba0ce3ac6b89e8bc0b94cb930c" } }, "receipt_sha256": "6e4da2bf85091e24da6b447826638b984cf3f88202c83c98f1d4a0f15bfc54f2" }, { "storm_id": "256264", "lat": 43.899, "lon": -77.911, "motion_east": 7.5, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 806.0, "ebshear": 41.0, "srh01": 154.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 154.0 }, { "name": "hrrr_pwat", "value": 45.4514 }, { "name": "alignment", "value": -2.7726 }, { "name": "tau", "value": 1.2261 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.418 }, "coherence_score": 1.2261404991149902, "coherence_diagnostics": { "tau": 1.2261404991149902, "grad_tau": 0.11617092043161392, "torsion": 0.0, "alignment": -2.772580862045288, "S_field": 0.30989140272140503, "Gamma_field": 0.16537272930145264, "S_over_Gamma": 1.873896598815918, "Da": 10.371838569641113, "E_coh": 0.34329932928085327, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.93, 43.95 ], [ -77.85, 43.95 ], [ -77.84, 43.93 ], [ -77.85, 43.89 ], [ -77.89, 43.84 ], [ -77.95, 43.84 ], [ -77.95, 43.86 ], [ -77.96, 43.87 ], [ -77.96, 43.91 ], [ -77.93, 43.95 ] ] ] }, "raw_probability": 0.418, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "882c983640172393d9f2d61568e224cbc05bc905104f24ef56681e6fa7a81645", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.418, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "68b2550e24679e53b41ce98f6a354b8fc0c115b5aab1521d9d8e353b7333cfa0", "signature": { "alg": "ed25519", "sig": "8c1e7127a1cacf3c609b130cb58a7c53ea0f5e20f4e113c43b6e1c522fa43afd139f515840a3f69b7bf892ffe813580d4f348877eed07a61d54c4ee3eb2b5a0a" } }, "receipt_sha256": "68b2550e24679e53b41ce98f6a354b8fc0c115b5aab1521d9d8e353b7333cfa0" }, { "storm_id": "256846", "lat": 45.003, "lon": -75.864, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 636.0, "ebshear": 33.0, "srh01": 69.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 47.4514 }, { "name": "alignment", "value": -5.4015 }, { "name": "tau", "value": 1.5122 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4163 }, "coherence_score": 1.5121551752090454, "coherence_diagnostics": { "tau": 1.5121551752090454, "grad_tau": 0.2338104546070099, "torsion": 0.0, "alignment": -5.401503562927246, "S_field": 0.4573572874069214, "Gamma_field": 0.212872713804245, "S_over_Gamma": 2.14850115776062, "Da": 13.016447067260742, "E_coh": 0.15435463190078735, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.88, 45.04 ], [ -75.86, 45.03 ], [ -75.83, 45.03 ], [ -75.82, 45.02 ], [ -75.81, 44.98 ], [ -75.83, 44.95 ], [ -75.88, 44.95 ], [ -75.92, 44.98 ], [ -75.93, 45.01 ], [ -75.88, 45.04 ] ] ] }, "raw_probability": 0.4163, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "45a064720e5d9d03f6090d0eebb8ff603510c6a0e16c4647da5d91e9e03a3821", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4163, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "10215fec136ddd9a772c0a555ec981aeaf68956484941a1e7d9a2b455075051d", "signature": { "alg": "ed25519", "sig": "d5332ad854534bba75a4ca867b35464268804df309b9b7c819793a8384655d3525da9bf2c7d0a9d4943a623196b16d32d1a377b6b3cc37d22f5b5ca20b085504" } }, "receipt_sha256": "10215fec136ddd9a772c0a555ec981aeaf68956484941a1e7d9a2b455075051d" }, { "storm_id": "256847", "lat": 44.8378, "lon": -75.8444, "motion_east": 4.3, "motion_south": 0.2, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 748.0, "ebshear": 34.0, "srh01": 84.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 47.4514 }, { "name": "alignment", "value": -5.4015 }, { "name": "tau", "value": 1.5122 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4163 }, "coherence_score": 1.5121551752090454, "coherence_diagnostics": { "tau": 1.5121551752090454, "grad_tau": 0.2338104546070099, "torsion": 0.0, "alignment": -5.401503562927246, "S_field": 0.4573572874069214, "Gamma_field": 0.212872713804245, "S_over_Gamma": 2.14850115776062, "Da": 13.016447067260742, "E_coh": 0.15435463190078735, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.85, 44.87 ], [ -75.82, 44.87 ], [ -75.81, 44.86 ], [ -75.81, 44.83 ], [ -75.83, 44.8 ], [ -75.87, 44.8 ], [ -75.88, 44.81 ], [ -75.88, 44.83 ], [ -75.85, 44.87 ] ] ] }, "raw_probability": 0.4163, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "45a064720e5d9d03f6090d0eebb8ff603510c6a0e16c4647da5d91e9e03a3821", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4163, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "10215fec136ddd9a772c0a555ec981aeaf68956484941a1e7d9a2b455075051d", "signature": { "alg": "ed25519", "sig": "d5332ad854534bba75a4ca867b35464268804df309b9b7c819793a8384655d3525da9bf2c7d0a9d4943a623196b16d32d1a377b6b3cc37d22f5b5ca20b085504" } }, "receipt_sha256": "10215fec136ddd9a772c0a555ec981aeaf68956484941a1e7d9a2b455075051d" }, { "storm_id": "253251", "lat": 40.7846, "lon": -79.9296, "motion_east": 7.8, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1375.0, "ebshear": 34.0, "srh01": 86.0, "maxllaz": 0.004, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 86.0 }, { "name": "hrrr_pwat", "value": 40.0764 }, { "name": "alignment", "value": -0.6988 }, { "name": "tau", "value": 2.0132 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4109 }, "coherence_score": 2.013157606124878, "coherence_diagnostics": { "tau": 2.013157606124878, "grad_tau": 0.39955198764801025, "torsion": 0.0, "alignment": -0.6988401412963867, "S_field": 0.5466139316558838, "Gamma_field": 0.2153727263212204, "S_over_Gamma": 2.5379905700683594, "Da": 12.465147972106934, "E_coh": 0.8150079846382141, "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": 9, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.92, 40.94 ], [ -79.88, 40.93 ], [ -79.84, 40.89 ], [ -79.84, 40.86 ], [ -79.83, 40.85 ], [ -79.83, 40.82 ], [ -79.82, 40.81 ], [ -79.82, 40.74 ], [ -79.87, 40.68 ], [ -79.88, 40.63 ], [ -79.92, 40.59 ], [ -79.94, 40.58 ], [ -79.97, 40.58 ], [ -80.0, 40.62 ], [ -80.0, 40.67 ], [ -80.03, 40.72 ], [ -80.03, 40.76 ], [ -80.01, 40.78 ], [ -80.0, 40.78 ], [ -79.98, 40.81 ], [ -79.98, 40.83 ], [ -79.99, 40.84 ], [ -79.99, 40.89 ], [ -79.95, 40.93 ], [ -79.93, 40.93 ], [ -79.92, 40.94 ] ] ] }, "raw_probability": 0.4109, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "54a646fdc5f0bf41f5c1b2b79ff8e65a2bda312405c4846a8f27db8de50125d1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4109, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5bd1fb190fdcd01255b344eaf8c029572666707ad3396351069491ecf73c7240", "signature": { "alg": "ed25519", "sig": "14eaabd93a212da0fdf8ec6126c216d43d048d974caef3f9e996447ba32fd625f21f7aa54c94e626613cea2ba5c8987659d51ff6a32cd91b913d3844149e7c0f" } }, "receipt_sha256": "5bd1fb190fdcd01255b344eaf8c029572666707ad3396351069491ecf73c7240" }, { "storm_id": "256761", "lat": 32.7812, "lon": -83.7006, "motion_east": 6.8, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2303.0, "ebshear": 22.0, "srh01": 91.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 91.0 }, { "name": "hrrr_pwat", "value": 34.0764 }, { "name": "alignment", "value": 3.8864 }, { "name": "tau", "value": 1.9048 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4083 }, "coherence_score": 1.9047784805297852, "coherence_diagnostics": { "tau": 1.9047784805297852, "grad_tau": 0.6402170062065125, "torsion": 0.0, "alignment": 3.886399269104004, "S_field": 0.13650108873844147, "Gamma_field": 0.24287272989749908, "S_over_Gamma": 0.5620272159576416, "Da": 13.973196983337402, "E_coh": 0.390708327293396, "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": [ [ [ -83.72, 32.88 ], [ -83.67, 32.88 ], [ -83.62, 32.85 ], [ -83.61, 32.8 ], [ -83.63, 32.77 ], [ -83.63, 32.71 ], [ -83.64, 32.69 ], [ -83.68, 32.69 ], [ -83.7, 32.7 ], [ -83.7, 32.71 ], [ -83.74, 32.75 ], [ -83.76, 32.75 ], [ -83.8, 32.78 ], [ -83.8, 32.83 ], [ -83.79, 32.83 ], [ -83.72, 32.88 ] ] ] }, "raw_probability": 0.4083, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "478ace168c4c66b7776c080b738e7dc3cccf6a6c4e256b0ecae99a384f2d4956", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.4083, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6738ea0f7c4eb3db5f55d016fb82cd8d939361ba987934ea73a6af9a6ab735b7", "signature": { "alg": "ed25519", "sig": "4985c06cd50f27a10393351b16f8528aff54a07ef9a60e718c2394bae5de1d019e8b4e147064d051c4da29648262d9dc5aa566eaae2a5468d3aa138eeca15601" } }, "receipt_sha256": "6738ea0f7c4eb3db5f55d016fb82cd8d939361ba987934ea73a6af9a6ab735b7" }, { "storm_id": "256445", "lat": 46.001, "lon": -72.773, "motion_east": 0.9, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1180.0, "ebshear": 31.0, "srh01": 50.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 42.5764 }, { "name": "alignment", "value": -5.3015 }, { "name": "tau", "value": 1.3774 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3994 }, "coherence_score": 1.3773707151412964, "coherence_diagnostics": { "tau": 1.3773707151412964, "grad_tau": 0.12946031987667084, "torsion": 0.0, "alignment": -5.301535606384277, "S_field": 0.5556378364562988, "Gamma_field": 0.23703938722610474, "S_over_Gamma": 2.34407377243042, "Da": 14.468505859375, "E_coh": 0.7278726100921631, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.81, 46.04 ], [ -72.73, 46.04 ], [ -72.71, 46.02 ], [ -72.71, 45.98 ], [ -72.72, 45.97 ], [ -72.79, 45.97 ], [ -72.81, 45.96 ], [ -72.82, 45.97 ], [ -72.82, 46.02 ], [ -72.81, 46.04 ] ] ] }, "raw_probability": 0.3994, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f61c3396b72b39166837808b6c0c5abf476f533db9b1f730a42fe9ddceb162e2", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3994, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "db5c7572ba5983a0e67bdff6efbae2fc5f67ddd28347ca4c1465595b55845703", "signature": { "alg": "ed25519", "sig": "62288707d5d9ed92ee87c09e6767cf9dc7f7a9084abbd0fef86b241a7eaea8dc9e3ef8026303522722ebfc9f8a3bd3a96b78072d2e1161a0f407b7c02aae540e" } }, "receipt_sha256": "db5c7572ba5983a0e67bdff6efbae2fc5f67ddd28347ca4c1465595b55845703" }, { "storm_id": "256867", "lat": 32.6022, "lon": -83.6489, "motion_east": 7.4, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2016.0, "ebshear": 20.0, "srh01": 89.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 89.0 }, { "name": "hrrr_pwat", "value": 34.0764 }, { "name": "alignment", "value": 3.8864 }, { "name": "tau", "value": 1.9048 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3991 }, "coherence_score": 1.9047784805297852, "coherence_diagnostics": { "tau": 1.9047784805297852, "grad_tau": 0.6402170062065125, "torsion": 0.0, "alignment": 3.886399269104004, "S_field": 0.13650108873844147, "Gamma_field": 0.24287272989749908, "S_over_Gamma": 0.5620272159576416, "Da": 13.973196983337402, "E_coh": 0.390708327293396, "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": [ [ [ -83.65, 32.63 ], [ -83.63, 32.63 ], [ -83.62, 32.61 ], [ -83.63, 32.6 ], [ -83.63, 32.58 ], [ -83.66, 32.56 ], [ -83.68, 32.57 ], [ -83.69, 32.61 ], [ -83.65, 32.63 ] ] ] }, "raw_probability": 0.3991, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0f3158c0048cc325f2200bc2a17986d64fdaeca312981425a2227bc996cdab4b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3991, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e22e2149af80adae069b4f6e54a818bc28d1295f0619f9daa059b995a7f17d2f", "signature": { "alg": "ed25519", "sig": "4fb32091076c925bf9b87f33adf383c5a7b17258f9c7cc1a0907a1d36d25718f4e18633581dd5c5400c6b4633d0310d48b6419edb70a50c5f282b9f7e6c86700" } }, "receipt_sha256": "e22e2149af80adae069b4f6e54a818bc28d1295f0619f9daa059b995a7f17d2f" }, { "storm_id": "256603", "lat": 38.383, "lon": -77.314, "motion_east": 2.6, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2252.0, "ebshear": 26.0, "srh01": 90.0, "maxllaz": 0.009, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 43.2014 }, { "name": "alignment", "value": -1.6026 }, { "name": "tau", "value": 2.949 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.397 }, "coherence_score": 2.949018716812134, "coherence_diagnostics": { "tau": 2.949018716812134, "grad_tau": 0.18461529910564423, "torsion": 0.0, "alignment": -1.6025888919830322, "S_field": 0.39793288707733154, "Gamma_field": 0.1762060523033142, "S_over_Gamma": 2.258338451385498, "Da": 10.679014205932617, "E_coh": 0.47827306389808655, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.31, 38.42 ], [ -77.29, 38.42 ], [ -77.28, 38.41 ], [ -77.28, 38.37 ], [ -77.3, 38.35 ], [ -77.34, 38.34 ], [ -77.35, 38.35 ], [ -77.34, 38.36 ], [ -77.34, 38.39 ], [ -77.31, 38.42 ] ] ] }, "raw_probability": 0.397, "confidence_lo": 0.0055, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "37bfb9f553b4e984a1a6ab8d1bccb416fe8f75f581656d48a910ecfd164bfd30", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.397, "probability": 0.005932, "confidence_lo": 0.005511, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "89173536f0877f579863c2d508d78acf1351240387747145cbd3eab24ace1687", "signature": { "alg": "ed25519", "sig": "52dceae244d0f07dd744f8caa6698f692d196a6be99b07b768e3dd5b383333d8c1d577055a0088ff551f265dd156a4982469a4fb3ca50c6a3d6dec506246310e" } }, "receipt_sha256": "89173536f0877f579863c2d508d78acf1351240387747145cbd3eab24ace1687" }, { "storm_id": "256909", "lat": 30.7338, "lon": -86.0325, "motion_east": 7.1, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0059, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3366.0, "ebshear": 22.0, "srh01": 83.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 83.0 }, { "name": "hrrr_pwat", "value": 52.2014 }, { "name": "alignment", "value": 5.2912 }, { "name": "tau", "value": 1.5023 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3927 }, "coherence_score": 1.5022598505020142, "coherence_diagnostics": { "tau": 1.5022598505020142, "grad_tau": 0.5991920828819275, "torsion": 0.0, "alignment": 5.29122257232666, "S_field": 0.46376168727874756, "Gamma_field": 0.40870606899261475, "S_over_Gamma": 1.1347070932388306, "Da": 24.644027709960938, "E_coh": 0.7771337628364563, "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": [ [ [ -86.04, 30.77 ], [ -86.0, 30.75 ], [ -86.0, 30.71 ], [ -86.01, 30.7 ], [ -86.05, 30.7 ], [ -86.06, 30.71 ], [ -86.06, 30.76 ], [ -86.04, 30.77 ] ] ] }, "raw_probability": 0.3927, "confidence_lo": 0.0031, "confidence_hi": 0.0059, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "5407548ef209beb38431dfd34f4c6889830d7881f2a1b8687e1f7c0cc9f3dd51", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3927, "probability": 0.005918, "confidence_lo": 0.003079, "confidence_hi": 0.005935, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "db72534d659c25163b06f5300dac0e2332e4946001827b64e2a972e128e2ad8a", "signature": { "alg": "ed25519", "sig": "df90ef44edeaaabfb89c6dd7f70ec779687f8b33cd9a29f2ac8d06e6b14e87e28096ecb44c45345d50a92ab95209113762ee7c085bd819faaa573f0210e3e10c" } }, "receipt_sha256": "db72534d659c25163b06f5300dac0e2332e4946001827b64e2a972e128e2ad8a" }, { "storm_id": "256261", "lat": 45.967, "lon": -72.601, "motion_east": 1.4, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1149.0, "ebshear": 30.0, "srh01": 45.0, "maxllaz": 0.006, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 42.5764 }, { "name": "alignment", "value": -5.3015 }, { "name": "tau", "value": 1.3774 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.3769 }, "coherence_score": 1.3773707151412964, "coherence_diagnostics": { "tau": 1.3773707151412964, "grad_tau": 0.12946031987667084, "torsion": 0.0, "alignment": -5.301535606384277, "S_field": 0.5556378364562988, "Gamma_field": 0.23703938722610474, "S_over_Gamma": 2.34407377243042, "Da": 14.468505859375, "E_coh": 0.7278726100921631, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.66, 46.01 ], [ -72.59, 46.01 ], [ -72.56, 45.99 ], [ -72.54, 45.99 ], [ -72.54, 45.93 ], [ -72.57, 45.91 ], [ -72.6, 45.91 ], [ -72.62, 45.92 ], [ -72.67, 45.99 ], [ -72.66, 46.01 ] ] ] }, "raw_probability": 0.3769, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4e8891514b81dff4713a04070ce4328df1137f241d8dc65891a58c9554d4f444", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3769, "probability": 0.003212, "confidence_lo": 0.003079, "confidence_hi": 0.003212, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "327e00d5f27bab96df30d773a1f1417afe4687d1b823086017776090d28e2b55", "signature": { "alg": "ed25519", "sig": "67dcda4251c6de46a527dc264b713b2cc86172a6d016f26986aa9345615d1ce7222cd8d9057a4c33bd4a692f9b2b75c2ee98314aa0d7b07a0251658f8349cd06" } }, "receipt_sha256": "327e00d5f27bab96df30d773a1f1417afe4687d1b823086017776090d28e2b55" }, { "storm_id": "256904", "lat": 32.1307, "lon": -82.6473, "motion_east": 8.6, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2634.0, "ebshear": 22.0, "srh01": 48.0, "maxllaz": 0.005, "mesh": 0.09, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 52.5764 }, { "name": "alignment", "value": 6.2906 }, { "name": "tau", "value": 3.1916 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3769 }, "coherence_score": 3.1915576457977295, "coherence_diagnostics": { "tau": 3.1915576457977295, "grad_tau": 0.14969170093536377, "torsion": 0.0, "alignment": 6.2906060218811035, "S_field": 1.380286693572998, "Gamma_field": 0.22537271678447723, "S_over_Gamma": 6.124462127685547, "Da": 13.989863395690918, "E_coh": 0.8638262748718262, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.69, 32.23 ], [ -82.66, 32.23 ], [ -82.62, 32.18 ], [ -82.61, 32.16 ], [ -82.61, 32.08 ], [ -82.58, 32.05 ], [ -82.59, 32.03 ], [ -82.62, 32.03 ], [ -82.62, 32.07 ], [ -82.64, 32.09 ], [ -82.66, 32.09 ], [ -82.7, 32.13 ], [ -82.71, 32.15 ], [ -82.71, 32.21 ], [ -82.69, 32.23 ] ] ] }, "raw_probability": 0.3769, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4e8891514b81dff4713a04070ce4328df1137f241d8dc65891a58c9554d4f444", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3769, "probability": 0.003212, "confidence_lo": 0.003079, "confidence_hi": 0.003212, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "327e00d5f27bab96df30d773a1f1417afe4687d1b823086017776090d28e2b55", "signature": { "alg": "ed25519", "sig": "67dcda4251c6de46a527dc264b713b2cc86172a6d016f26986aa9345615d1ce7222cd8d9057a4c33bd4a692f9b2b75c2ee98314aa0d7b07a0251658f8349cd06" } }, "receipt_sha256": "327e00d5f27bab96df30d773a1f1417afe4687d1b823086017776090d28e2b55" }, { "storm_id": "256844", "lat": 45.9688, "lon": -73.5656, "motion_east": 0.6, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 935.0, "ebshear": 38.0, "srh01": 72.0, "maxllaz": 0.004, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 41.2014 }, { "name": "alignment", "value": -4.8894 }, { "name": "tau", "value": 1.3676 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3728 }, "coherence_score": 1.3675979375839233, "coherence_diagnostics": { "tau": 1.3675979375839233, "grad_tau": 0.2143578976392746, "torsion": 0.0, "alignment": -4.889418125152588, "S_field": 0.3826495110988617, "Gamma_field": 0.17453938722610474, "S_over_Gamma": 2.1923389434814453, "Da": 10.524168014526367, "E_coh": 0.5614816546440125, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.5, 46.05 ], [ -73.37, 46.05 ], [ -73.36, 46.04 ], [ -73.36, 46.0 ], [ -73.38, 45.97 ], [ -73.42, 45.96 ], [ -73.43, 45.95 ], [ -73.5, 45.95 ], [ -73.54, 45.98 ], [ -73.56, 45.98 ], [ -73.58, 45.94 ], [ -73.61, 45.91 ], [ -73.63, 45.91 ], [ -73.66, 45.88 ], [ -73.74, 45.88 ], [ -73.75, 45.9 ], [ -73.75, 45.93 ], [ -73.73, 45.96 ], [ -73.68, 45.96 ], [ -73.66, 45.97 ], [ -73.65, 45.99 ], [ -73.62, 46.01 ], [ -73.6, 46.01 ], [ -73.56, 45.99 ], [ -73.5, 46.05 ] ] ] }, "raw_probability": 0.3728, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "250711854b912de4c372443bb639c983d2da7b46d2a65b4557cdb0bbfc1e1cb3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3728, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "35bc8975575a3495dcd19ba909cd739e4f9c81ef85e73374f244b4feebede142", "signature": { "alg": "ed25519", "sig": "43839682f4c3bf9a42b00976da4c392921a151e410e49e195501bc6c27c659eda294585a4775c0fa430d4e349cb1c1972c60db31c6ee05762bd013c9d433ac05" } }, "receipt_sha256": "35bc8975575a3495dcd19ba909cd739e4f9c81ef85e73374f244b4feebede142" }, { "storm_id": "256444", "lat": 45.9931, "lon": -72.3654, "motion_east": 1.3, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1077.0, "ebshear": 30.0, "srh01": 43.0, "maxllaz": 0.008, "mesh": 0.12, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 42.5764 }, { "name": "alignment", "value": -5.3015 }, { "name": "tau", "value": 1.3774 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.3715 }, "coherence_score": 1.3773707151412964, "coherence_diagnostics": { "tau": 1.3773707151412964, "grad_tau": 0.12946031987667084, "torsion": 0.0, "alignment": -5.301535606384277, "S_field": 0.5556378364562988, "Gamma_field": 0.23703938722610474, "S_over_Gamma": 2.34407377243042, "Da": 14.468505859375, "E_coh": 0.7278726100921631, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.36, 46.06 ], [ -72.28, 46.06 ], [ -72.25, 46.03 ], [ -72.25, 45.99 ], [ -72.29, 45.96 ], [ -72.33, 45.96 ], [ -72.4, 45.92 ], [ -72.45, 45.92 ], [ -72.46, 45.94 ], [ -72.46, 45.99 ], [ -72.44, 46.01 ], [ -72.42, 46.01 ], [ -72.36, 46.06 ] ] ] }, "raw_probability": 0.3715, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "486be8c09427ea0fa992728243a703456609fa8df622562df5069559f27a9e51", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3715, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "05675243feeedb62ed899b060e39860e3953762702bf04b8c190b70987afdbfa", "signature": { "alg": "ed25519", "sig": "e3066ba3157ce604a3e1d07313267c88b7ca3cd668dfefb0139c6f17b4612cdddceaa1ec16d937935fd4964ea136c6f5744a62601244eba92ce6cb868668e70e" } }, "receipt_sha256": "05675243feeedb62ed899b060e39860e3953762702bf04b8c190b70987afdbfa" }, { "storm_id": "256906", "lat": 31.8754, "lon": -82.5823, "motion_east": 7.9, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2913.0, "ebshear": 23.0, "srh01": 43.0, "maxllaz": 0.004, "mesh": 0.24, "flash_rate": 17.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 52.5764 }, { "name": "alignment", "value": 6.2906 }, { "name": "tau", "value": 3.1916 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3646 }, "coherence_score": 3.1915576457977295, "coherence_diagnostics": { "tau": 3.1915576457977295, "grad_tau": 0.14969170093536377, "torsion": 0.0, "alignment": 6.2906060218811035, "S_field": 1.380286693572998, "Gamma_field": 0.22537271678447723, "S_over_Gamma": 6.124462127685547, "Da": 13.989863395690918, "E_coh": 0.8638262748718262, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.64, 31.95 ], [ -82.6, 31.95 ], [ -82.57, 31.92 ], [ -82.49, 31.9 ], [ -82.48, 31.88 ], [ -82.48, 31.85 ], [ -82.55, 31.79 ], [ -82.58, 31.79 ], [ -82.59, 31.8 ], [ -82.63, 31.81 ], [ -82.66, 31.86 ], [ -82.66, 31.93 ], [ -82.64, 31.95 ] ] ] }, "raw_probability": 0.3646, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d53a29b0813b53d69749d27fe08d22851ea09e81ae9b0e992d63d0181c0ffa96", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3646, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5342f4ca60540e61dc928489474c48d245afcc0274af2cc275a207b4d4247edf", "signature": { "alg": "ed25519", "sig": "bb2c30abea48263d9cc8b79a34272001d2556f37ba9c67db610796bac4bfaefd6bb7027e261d2e3853044a9f327ec4dce87d9360d9f46bf28c86b437ba80d109" } }, "receipt_sha256": "5342f4ca60540e61dc928489474c48d245afcc0274af2cc275a207b4d4247edf" }, { "storm_id": "256892", "lat": 42.8533, "lon": -79.4089, "motion_east": 4.9, "motion_south": -8.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 817.0, "ebshear": 37.0, "srh01": 107.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 107.0 }, { "name": "hrrr_pwat", "value": 38.0764 }, { "name": "alignment", "value": -2.9738 }, { "name": "tau", "value": 1.3681 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3507 }, "coherence_score": 1.3680517673492432, "coherence_diagnostics": { "tau": 1.3680517673492432, "grad_tau": 0.3153603672981262, "torsion": 0.0, "alignment": -2.9738121032714844, "S_field": 0.26896923780441284, "Gamma_field": 0.49203938245773315, "S_over_Gamma": 0.5466417074203491, "Da": 30.418926239013672, "E_coh": 0.1253577172756195, "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": [ [ [ -79.42, 42.88 ], [ -79.39, 42.88 ], [ -79.38, 42.87 ], [ -79.38, 42.83 ], [ -79.39, 42.82 ], [ -79.42, 42.82 ], [ -79.44, 42.84 ], [ -79.44, 42.86 ], [ -79.42, 42.88 ] ] ] }, "raw_probability": 0.3507, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "34dc4a57a77294e4f9abbaa52a43bc8713fe58b8dd4bc3f9704b198a3032377a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3507, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3c61e8a901b43bee62f181ecf0aba72b84f4bcf9f300f27f9fff04583c8747c3", "signature": { "alg": "ed25519", "sig": "d8a7ca5273d4bf95613626915c6ec3125e7bd577370f2fdf84011fba943204eb4c5bf50d6a1bc0f7f3709e50c49b3e86d1ca3862b9c417d5fc17274c1250060a" } }, "receipt_sha256": "3c61e8a901b43bee62f181ecf0aba72b84f4bcf9f300f27f9fff04583c8747c3" }, { "storm_id": "255981", "lat": 43.2842, "lon": -78.2458, "motion_east": 7.8, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1452.0, "ebshear": 39.0, "srh01": 196.0, "maxllaz": 0.007, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 196.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": -3.6711 }, { "name": "tau", "value": 1.2137 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.3415 }, "coherence_score": 1.2136597633361816, "coherence_diagnostics": { "tau": 1.2136597633361816, "grad_tau": 0.1875060349702835, "torsion": 0.0, "alignment": -3.6711246967315674, "S_field": 0.2679554522037506, "Gamma_field": 0.4162060618400574, "S_over_Gamma": 0.6438047885894775, "Da": 25.090360641479492, "E_coh": 0.02321038953959942, "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": [ [ [ -78.26, 43.36 ], [ -78.21, 43.36 ], [ -78.17, 43.32 ], [ -78.17, 43.26 ], [ -78.18, 43.24 ], [ -78.24, 43.19 ], [ -78.28, 43.19 ], [ -78.3, 43.21 ], [ -78.3, 43.29 ], [ -78.29, 43.3 ], [ -78.29, 43.33 ], [ -78.26, 43.36 ] ] ] }, "raw_probability": 0.3415, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "5ef8b152a8894a3be4a6b0e4ba505a28891350a170f9e7a6f4b759c30cc5fb96", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3415, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cf3796a3514636fc544abc72a0bee1ec26f6bcd35a98bf61afc64cd61e2ddbb7", "signature": { "alg": "ed25519", "sig": "1f05a84213db6a10036074b082e8baa17f3afc1e3e158b026a77e9f2fc0da5275f6ce63a89e033633008c08f5ad671fac3de17ea2726f2ce1ae726eab8539103" } }, "receipt_sha256": "cf3796a3514636fc544abc72a0bee1ec26f6bcd35a98bf61afc64cd61e2ddbb7" }, { "storm_id": "256664", "lat": 38.9778, "lon": -76.5856, "motion_east": 4.4, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1469.0, "ebshear": 35.0, "srh01": 67.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 38.8264 }, { "name": "alignment", "value": -4.5473 }, { "name": "tau", "value": 2.8914 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3363 }, "coherence_score": 2.891350269317627, "coherence_diagnostics": { "tau": 2.891350269317627, "grad_tau": 0.18906375765800476, "torsion": 0.0, "alignment": -4.547334671020508, "S_field": 0.32328179478645325, "Gamma_field": 0.1945393830537796, "S_over_Gamma": 1.6617807149887085, "Da": 11.661816596984863, "E_coh": 0.2208319902420044, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.59, 39.01 ], [ -76.56, 39.01 ], [ -76.55, 39.0 ], [ -76.55, 38.96 ], [ -76.58, 38.94 ], [ -76.61, 38.94 ], [ -76.62, 38.95 ], [ -76.62, 38.98 ], [ -76.59, 39.01 ] ] ] }, "raw_probability": 0.3363, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0fc91e5ca35ee06da86ed925ec043243326cf19773101a3f75211e3faa2df10f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3363, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "59e5276cd39eb3cf89d31bd50c924021b52d76bdc1081110ff883ff3aaa0e9c9", "signature": { "alg": "ed25519", "sig": "2dd81ce1083f270b7c219b063fc9e4d68c07d59788761632445913f2b470971e633092a6a58b2ef172259ce2ded8b4d9a57b86911a4703bf5349d686f7c3c008" } }, "receipt_sha256": "59e5276cd39eb3cf89d31bd50c924021b52d76bdc1081110ff883ff3aaa0e9c9" }, { "storm_id": "256829", "lat": 28.1031, "lon": -84.4523, "motion_east": 4.7, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1846.0, "ebshear": 15.0, "srh01": 71.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 71.0 }, { "name": "hrrr_pwat", "value": 53.4514 }, { "name": "alignment", "value": -4.079 }, { "name": "tau", "value": 2.9401 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3286 }, "coherence_score": 2.940061569213867, "coherence_diagnostics": { "tau": 2.940061569213867, "grad_tau": 0.3606623411178589, "torsion": 0.0, "alignment": -4.078972816467285, "S_field": 0.999610424041748, "Gamma_field": 0.19537271559238434, "S_over_Gamma": 5.116427898406982, "Da": 11.759449005126953, "E_coh": 0.953757643699646, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.45, 28.17 ], [ -84.42, 28.17 ], [ -84.39, 28.14 ], [ -84.39, 28.11 ], [ -84.4, 28.09 ], [ -84.41, 28.09 ], [ -84.45, 28.06 ], [ -84.47, 28.06 ], [ -84.48, 28.05 ], [ -84.52, 28.05 ], [ -84.53, 28.06 ], [ -84.52, 28.12 ], [ -84.45, 28.17 ] ] ] }, "raw_probability": 0.3286, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2fa7742a1bfec23db1665ac886a17ee4191ea29ec15204bd3ab1059dfd7602f9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3286, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f7d4826006d54aa78a26a0a224ebee5d64278a159381cda9ec2573184120c80b", "signature": { "alg": "ed25519", "sig": "ee9d43919e2aaa57f199ccaa5a257977c3c60ef6c8e9173f247904259533ebfab37d63cd3facd6f02c92d207554359bccb07e1b4ab3b228a8742427e1b1ad50f" } }, "receipt_sha256": "f7d4826006d54aa78a26a0a224ebee5d64278a159381cda9ec2573184120c80b" }, { "storm_id": "254723", "lat": 42.7473, "lon": -79.5845, "motion_east": 4.9, "motion_south": -8.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 837.0, "ebshear": 39.0, "srh01": 113.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 113.0 }, { "name": "hrrr_pwat", "value": 38.0764 }, { "name": "alignment", "value": -2.9738 }, { "name": "tau", "value": 1.3681 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3284 }, "coherence_score": 1.3680517673492432, "coherence_diagnostics": { "tau": 1.3680517673492432, "grad_tau": 0.3153603672981262, "torsion": 0.0, "alignment": -2.9738121032714844, "S_field": 0.26896923780441284, "Gamma_field": 0.49203938245773315, "S_over_Gamma": 0.5466417074203491, "Da": 30.418926239013672, "E_coh": 0.1253577172756195, "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": [ [ [ -79.61, 42.86 ], [ -79.58, 42.84 ], [ -79.58, 42.8 ], [ -79.6, 42.77 ], [ -79.58, 42.75 ], [ -79.56, 42.74 ], [ -79.53, 42.74 ], [ -79.52, 42.75 ], [ -79.47, 42.75 ], [ -79.46, 42.74 ], [ -79.46, 42.7 ], [ -79.48, 42.68 ], [ -79.53, 42.68 ], [ -79.59, 42.65 ], [ -79.64, 42.65 ], [ -79.65, 42.66 ], [ -79.65, 42.71 ], [ -79.67, 42.73 ], [ -79.71, 42.75 ], [ -79.71, 42.8 ], [ -79.67, 42.83 ], [ -79.61, 42.86 ] ] ] }, "raw_probability": 0.3284, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "181f81dddc5125ec1b4ce4bfde743a163c487f6eefc32d1ddbcb97d2efe6b65c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3284, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48658929f4c4130c40107bc8c51d4b17f286aba00a70d5869b5744e9ca391ace", "signature": { "alg": "ed25519", "sig": "f04325193f0f2df862a6f0fdd23395ca01683c82ee789cb13384fb38467c214c5296f20a438d12e6a1363937213b771fb8e15efcd25e0d5493c795032c2f6e04" } }, "receipt_sha256": "48658929f4c4130c40107bc8c51d4b17f286aba00a70d5869b5744e9ca391ace" }, { "storm_id": "256868", "lat": 32.135, "lon": -81.1412, "motion_east": 3.9, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2457.0, "ebshear": 20.0, "srh01": 35.0, "maxllaz": 0.004, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 57.8264 }, { "name": "alignment", "value": -2.0669 }, { "name": "tau", "value": 3.1187 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3122 }, "coherence_score": 3.11873459815979, "coherence_diagnostics": { "tau": 3.11873459815979, "grad_tau": 0.20547567307949066, "torsion": 0.0, "alignment": -2.066852331161499, "S_field": 0.7030516862869263, "Gamma_field": 0.24037273228168488, "S_over_Gamma": 2.924839496612549, "Da": 15.787835121154785, "E_coh": 0.7768265008926392, "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": [ [ [ -81.15, 32.17 ], [ -81.11, 32.16 ], [ -81.11, 32.11 ], [ -81.12, 32.1 ], [ -81.15, 32.1 ], [ -81.17, 32.11 ], [ -81.17, 32.16 ], [ -81.15, 32.17 ] ] ] }, "raw_probability": 0.3122, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9895bbb17fa1577bc9f3233896141d890be4b2270ada32f432fd99c6a3bbabaf", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3122, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "278a45b58deaccd89ae95f3300a5e72d8c8de9493998b984fdd5871b1fa0e713", "signature": { "alg": "ed25519", "sig": "436fda11775ec630677131d294672861e86dbd9508b921efb40d7c47b9e3dbef0742562d9651e961a99b1cab7ed1586e9a2c727ba918003a9c38ef67d19b8800" } }, "receipt_sha256": "278a45b58deaccd89ae95f3300a5e72d8c8de9493998b984fdd5871b1fa0e713" }, { "storm_id": "256405", "lat": 39.152, "lon": -76.586, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1508.0, "ebshear": 34.0, "srh01": 65.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 38.8264 }, { "name": "alignment", "value": -4.5473 }, { "name": "tau", "value": 2.8914 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3109 }, "coherence_score": 2.891350269317627, "coherence_diagnostics": { "tau": 2.891350269317627, "grad_tau": 0.18906375765800476, "torsion": 0.0, "alignment": -4.547334671020508, "S_field": 0.32328179478645325, "Gamma_field": 0.1945393830537796, "S_over_Gamma": 1.6617807149887085, "Da": 11.661816596984863, "E_coh": 0.2208319902420044, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.59, 39.19 ], [ -76.57, 39.19 ], [ -76.55, 39.17 ], [ -76.55, 39.14 ], [ -76.56, 39.12 ], [ -76.58, 39.11 ], [ -76.61, 39.11 ], [ -76.63, 39.14 ], [ -76.63, 39.16 ], [ -76.59, 39.19 ] ] ] }, "raw_probability": 0.3109, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "68f10d5fb65fbb989ca952c172c03babf96802a06ff66d7c9abec0adf203d155", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3109, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3a60fb549b4df3e0f8ed0dac9369cae454c2363ca89b367720442b8abcfcb725", "signature": { "alg": "ed25519", "sig": "a6637d4c86d6ca47198851b5ab85d55dfd7a0da99ee8ace64601b8d05709eba61ebc8ddb543c87f2c58d3055dd58a4d870e3c7756bafa98eb08b4f06271add06" } }, "receipt_sha256": "3a60fb549b4df3e0f8ed0dac9369cae454c2363ca89b367720442b8abcfcb725" }, { "storm_id": "256412", "lat": 30.3455, "lon": -85.3842, "motion_east": 1.8, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1839.0, "ebshear": 15.0, "srh01": 99.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 99.0 }, { "name": "hrrr_pwat", "value": 60.4514 }, { "name": "alignment", "value": -0.5741 }, { "name": "tau", "value": 2.2806 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3044 }, "coherence_score": 2.2806344032287598, "coherence_diagnostics": { "tau": 2.2806344032287598, "grad_tau": 0.7205167412757874, "torsion": 0.0, "alignment": -0.5740871429443359, "S_field": 0.9456002116203308, "Gamma_field": 0.1620393842458725, "S_over_Gamma": 5.8356194496154785, "Da": 9.045807838439941, "E_coh": 0.9017273187637329, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.39, 30.47 ], [ -85.35, 30.45 ], [ -85.34, 30.43 ], [ -85.34, 30.4 ], [ -85.32, 30.38 ], [ -85.3, 30.37 ], [ -85.27, 30.39 ], [ -85.21, 30.38 ], [ -85.21, 30.34 ], [ -85.24, 30.3 ], [ -85.24, 30.29 ], [ -85.25, 30.29 ], [ -85.27, 30.27 ], [ -85.27, 30.26 ], [ -85.32, 30.27 ], [ -85.33, 30.26 ], [ -85.36, 30.26 ], [ -85.38, 30.25 ], [ -85.41, 30.22 ], [ -85.43, 30.22 ], [ -85.45, 30.23 ], [ -85.45, 30.26 ], [ -85.44, 30.27 ], [ -85.44, 30.31 ], [ -85.42, 30.33 ], [ -85.42, 30.35 ], [ -85.43, 30.36 ], [ -85.47, 30.36 ], [ -85.49, 30.34 ], [ -85.54, 30.34 ], [ -85.55, 30.35 ], [ -85.55, 30.4 ], [ -85.51, 30.44 ], [ -85.49, 30.45 ], [ -85.47, 30.45 ], [ -85.46, 30.46 ], [ -85.4, 30.46 ], [ -85.39, 30.47 ] ] ] }, "raw_probability": 0.3044, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "76a7a940019cc27ea94649ea875093b9d21d2a776e59ed3e988a3d4ad956b8a3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.3044, "probability": 0.003167, "confidence_lo": 0.003079, "confidence_hi": 0.003167, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fb46622c4c538032b09957d7223b00c8bc5fa5d721f709fd0d528f48745d690b", "signature": { "alg": "ed25519", "sig": "1f70ca9058ff028e1cb02dc2a6c087cbc01c2d1377968dad7ca73fd6d720cd5547b16ea7feecc6192468ec470e0997f882e9b60b3b5dae8ded35854f27284c0f" } }, "receipt_sha256": "fb46622c4c538032b09957d7223b00c8bc5fa5d721f709fd0d528f48745d690b" }, { "storm_id": "256376", "lat": 37.4457, "lon": -76.7796, "motion_east": 0.0, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0031, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2089.0, "ebshear": 21.0, "srh01": 49.0, "maxllaz": 0.004, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 53.9514 }, { "name": "alignment", "value": -2.5696 }, { "name": "tau", "value": 3.2683 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2912 }, "coherence_score": 3.2683169841766357, "coherence_diagnostics": { "tau": 3.2683169841766357, "grad_tau": 0.24815285205841064, "torsion": 0.0, "alignment": -2.569572925567627, "S_field": 0.587507963180542, "Gamma_field": 0.20037271082401276, "S_over_Gamma": 2.9320757389068604, "Da": 12.096783638000488, "E_coh": 0.7643714547157288, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.95, 37.52 ], [ -76.94, 37.52 ], [ -76.93, 37.52 ], [ -76.92, 37.51 ], [ -76.91, 37.51 ], [ -76.9, 37.5 ], [ -76.89, 37.5 ], [ -76.88, 37.5 ], [ -76.87, 37.5 ], [ -76.86, 37.5 ], [ -76.85, 37.5 ], [ -76.84, 37.5 ], [ -76.83, 37.5 ], [ -76.82, 37.5 ], [ -76.81, 37.5 ], [ -76.8, 37.51 ], [ -76.79, 37.51 ], [ -76.78, 37.52 ], [ -76.77, 37.52 ], [ -76.76, 37.52 ], [ -76.75, 37.52 ], [ -76.74, 37.52 ], [ -76.73, 37.52 ], [ -76.72, 37.52 ], [ -76.71, 37.52 ], [ -76.7, 37.52 ], [ -76.69, 37.52 ], [ -76.68, 37.52 ], [ -76.67, 37.51 ], [ -76.66, 37.51 ], [ -76.65, 37.51 ], [ -76.64, 37.51 ], [ -76.63, 37.5 ], [ -76.62, 37.49 ], [ -76.62, 37.48 ], [ -76.62, 37.47 ], [ -76.63, 37.46 ], [ -76.64, 37.45 ], [ -76.65, 37.45 ], [ -76.66, 37.44 ], [ -76.67, 37.44 ], [ -76.68, 37.44 ], [ -76.68, 37.45 ], [ -76.68, 37.46 ], [ -76.69, 37.47 ], [ -76.7, 37.47 ], [ -76.7, 37.48 ], [ -76.7, 37.49 ], [ -76.7, 37.5 ], [ -76.71, 37.51 ], [ -76.72, 37.51 ], [ -76.73, 37.52 ], [ -76.74, 37.51 ], [ -76.74, 37.5 ], [ -76.75, 37.49 ], [ -76.75, 37.48 ], [ -76.75, 37.47 ], [ -76.76, 37.46 ], [ -76.75, 37.45 ], [ -76.75, 37.44 ], [ -76.76, 37.44 ], [ -76.77, 37.43 ], [ -76.76, 37.42 ], [ -76.75, 37.42 ], [ -76.74, 37.42 ], [ -76.73, 37.42 ], [ -76.72, 37.42 ], [ -76.71, 37.41 ], [ -76.7, 37.4 ], [ -76.69, 37.4 ], [ -76.69, 37.39 ], [ -76.69, 37.38 ], [ -76.69, 37.37 ], [ -76.69, 37.36 ], [ -76.69, 37.35 ], [ -76.7, 37.34 ], [ -76.7, 37.33 ], [ -76.71, 37.33 ], [ -76.72, 37.33 ], [ -76.73, 37.32 ], [ -76.74, 37.32 ], [ -76.75, 37.33 ], [ -76.76, 37.33 ], [ -76.77, 37.34 ], [ -76.78, 37.34 ], [ -76.78, 37.35 ], [ -76.79, 37.36 ], [ -76.8, 37.36 ], [ -76.81, 37.37 ], [ -76.82, 37.37 ], [ -76.83, 37.37 ], [ -76.84, 37.36 ], [ -76.85, 37.36 ], [ -76.86, 37.36 ], [ -76.87, 37.36 ], [ -76.88, 37.36 ], [ -76.89, 37.36 ], [ -76.9, 37.37 ], [ -76.91, 37.37 ], [ -76.92, 37.38 ], [ -76.92, 37.39 ], [ -76.93, 37.4 ], [ -76.93, 37.41 ], [ -76.93, 37.42 ], [ -76.93, 37.43 ], [ -76.94, 37.44 ], [ -76.94, 37.45 ], [ -76.94, 37.46 ], [ -76.94, 37.47 ], [ -76.94, 37.48 ], [ -76.94, 37.49 ], [ -76.94, 37.5 ], [ -76.95, 37.51 ], [ -76.95, 37.52 ] ] ] }, "raw_probability": 0.2912, "confidence_lo": 0.0021, "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": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "31420253ebee4870786cd1fc26fbb79a1c50ce4fb9536ed37642f88716d85609", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2912, "probability": 0.003084, "confidence_lo": 0.00214, "confidence_hi": 0.003087, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2b7438f9b13805dc95900459f07c576907eabe246d45cee77907b7478f02547d", "signature": { "alg": "ed25519", "sig": "e040a81f19acbcb7281fb5b70b69531e18cb7f3617b3cca853fca7bdf1c103884159f9712facc92406f1ec7f7df05f9b75b4f6fc5a3001e356c947025b288f0c" } }, "receipt_sha256": "2b7438f9b13805dc95900459f07c576907eabe246d45cee77907b7478f02547d" }, { "storm_id": "256525", "lat": 38.587, "lon": -78.048, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1226.0, "ebshear": 29.0, "srh01": 95.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 95.0 }, { "name": "hrrr_pwat", "value": 45.5764 }, { "name": "alignment", "value": -1.6668 }, { "name": "tau", "value": 2.8272 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2867 }, "coherence_score": 2.827155828475952, "coherence_diagnostics": { "tau": 2.827155828475952, "grad_tau": 0.1643887609243393, "torsion": 0.0, "alignment": -1.6668490171432495, "S_field": 0.6609712243080139, "Gamma_field": 0.22287271916866302, "S_over_Gamma": 2.965689182281494, "Da": 13.671475410461426, "E_coh": 0.7981188297271729, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.05, 38.63 ], [ -78.0, 38.62 ], [ -77.99, 38.61 ], [ -77.99, 38.57 ], [ -78.04, 38.53 ], [ -78.1, 38.52 ], [ -78.11, 38.56 ], [ -78.08, 38.58 ], [ -78.07, 38.62 ], [ -78.05, 38.63 ] ] ] }, "raw_probability": 0.2867, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "79350c6fab97d7ac0f1a1eba6468c32b449a8cc45fdfea93f93df39a06a225a0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2867, "probability": 0.002311, "confidence_lo": 0.00214, "confidence_hi": 0.002311, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b37e7ae441efbf98cf75b53640cb78e94ea57714bc49afe6e1febbedf3a4283e", "signature": { "alg": "ed25519", "sig": "63a5d7a4b24d9d542287ca90436ebcb52c836c3b64d283599651d85beebfe72abec5f159ae5c72b1195c049c993db6e158f58b0d6057ef38f41de02576d50906" } }, "receipt_sha256": "b37e7ae441efbf98cf75b53640cb78e94ea57714bc49afe6e1febbedf3a4283e" }, { "storm_id": "256887", "lat": 45.9069, "lon": -73.9854, "motion_east": 3.4, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 845.0, "ebshear": 40.0, "srh01": 76.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 41.2014 }, { "name": "alignment", "value": -4.8894 }, { "name": "tau", "value": 1.3676 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.274 }, "coherence_score": 1.3675979375839233, "coherence_diagnostics": { "tau": 1.3675979375839233, "grad_tau": 0.2143578976392746, "torsion": 0.0, "alignment": -4.889418125152588, "S_field": 0.3826495110988617, "Gamma_field": 0.17453938722610474, "S_over_Gamma": 2.1923389434814453, "Da": 10.524168014526367, "E_coh": 0.5614816546440125, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.98, 45.96 ], [ -73.94, 45.95 ], [ -73.92, 45.93 ], [ -73.92, 45.9 ], [ -73.94, 45.88 ], [ -73.98, 45.87 ], [ -73.99, 45.86 ], [ -74.01, 45.87 ], [ -74.05, 45.87 ], [ -74.05, 45.89 ], [ -74.03, 45.91 ], [ -74.02, 45.94 ], [ -73.98, 45.96 ] ] ] }, "raw_probability": 0.274, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d3297107685a294b760c0c8858b78fe10f49a789e8ba9905e1b833336a05b1a5", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.274, "probability": 0.002311, "confidence_lo": 0.00214, "confidence_hi": 0.002311, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b222eeb3a627a73355a9bc266a98a2d6740be91e8a52ef6dae9ee0931e550202", "signature": { "alg": "ed25519", "sig": "4851c9a529b54c85643b5f9dd7cba8da34b985b515581f4b773c5deba9c0aeb27c18b73b0d5f70f50cbe4247b7ad79272235d52114f4893058ffd5c1481cbb05" } }, "receipt_sha256": "b222eeb3a627a73355a9bc266a98a2d6740be91e8a52ef6dae9ee0931e550202" }, { "storm_id": "256816", "lat": 43.8673, "lon": -77.3791, "motion_east": 4.3, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 672.0, "ebshear": 47.0, "srh01": 164.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 164.0 }, { "name": "hrrr_pwat", "value": 45.4514 }, { "name": "alignment", "value": -2.7726 }, { "name": "tau", "value": 1.2261 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2694 }, "coherence_score": 1.2261404991149902, "coherence_diagnostics": { "tau": 1.2261404991149902, "grad_tau": 0.11617092043161392, "torsion": 0.0, "alignment": -2.772580862045288, "S_field": 0.30989140272140503, "Gamma_field": 0.16537272930145264, "S_over_Gamma": 1.873896598815918, "Da": 10.371838569641113, "E_coh": 0.34329932928085327, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.45, 43.9 ], [ -77.38, 43.9 ], [ -77.37, 43.89 ], [ -77.36, 43.9 ], [ -77.34, 43.9 ], [ -77.31, 43.88 ], [ -77.31, 43.84 ], [ -77.36, 43.79 ], [ -77.39, 43.79 ], [ -77.45, 43.85 ], [ -77.45, 43.9 ] ] ] }, "raw_probability": 0.2694, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "81ea435a4e1d303ad9830d998f6868b2bb2873bbdca1eeab7009f30d4dddb7ab", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2694, "probability": 0.002311, "confidence_lo": 0.00214, "confidence_hi": 0.002311, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "25b3ba7466d24fd91d4ac277d1f347ce0769a755ebf389769faf9522e1655e84", "signature": { "alg": "ed25519", "sig": "b5f2fc626d0183b754ae5291b0bf1115eb63e55d29cc95cdae80f1bc8c7465ffee19c7ead4f9ba7ddc0f38a33b8191e0e084aa26c30960e21273b59b7fea630d" } }, "receipt_sha256": "25b3ba7466d24fd91d4ac277d1f347ce0769a755ebf389769faf9522e1655e84" }, { "storm_id": "255051", "lat": 37.38, "lon": -76.5365, "motion_east": 0.1, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2668.0, "ebshear": 23.0, "srh01": 50.0, "maxllaz": 0.004, "mesh": 0.61, "flash_rate": 14.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 53.9514 }, { "name": "alignment", "value": -2.5696 }, { "name": "tau", "value": 3.2683 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2648 }, "coherence_score": 3.2683169841766357, "coherence_diagnostics": { "tau": 3.2683169841766357, "grad_tau": 0.24815285205841064, "torsion": 0.0, "alignment": -2.569572925567627, "S_field": 0.587507963180542, "Gamma_field": 0.20037271082401276, "S_over_Gamma": 2.9320757389068604, "Da": 12.096783638000488, "E_coh": 0.7643714547157288, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.55, 37.46 ], [ -76.5, 37.46 ], [ -76.49, 37.45 ], [ -76.47, 37.45 ], [ -76.43, 37.43 ], [ -76.43, 37.37 ], [ -76.51, 37.3 ], [ -76.53, 37.3 ], [ -76.54, 37.29 ], [ -76.58, 37.29 ], [ -76.6, 37.32 ], [ -76.59, 37.33 ], [ -76.6, 37.34 ], [ -76.6, 37.37 ], [ -76.58, 37.39 ], [ -76.57, 37.45 ], [ -76.55, 37.46 ] ] ] }, "raw_probability": 0.2648, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "088194c59575c92596ef907feee270ca371db90b704d2d6af6d5086eefedcd0e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2648, "probability": 0.002311, "confidence_lo": 0.00214, "confidence_hi": 0.002311, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e71b1f37a6f532874102beea3afc1fcfe4361c2aa34f97eb2554aef12c4adebd", "signature": { "alg": "ed25519", "sig": "d0787921ddd08136721c33e02740a9af6b92ba605e29b2f04b3ad6b9f77c74048148bff4a74d0946f9dbe9f558a67e8e696800715d8422fe8c6acc0319aa7d06" } }, "receipt_sha256": "e71b1f37a6f532874102beea3afc1fcfe4361c2aa34f97eb2554aef12c4adebd" }, { "storm_id": "256744", "lat": 43.9731, "lon": -78.1431, "motion_east": 7.9, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 643.0, "ebshear": 40.0, "srh01": 121.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 121.0 }, { "name": "hrrr_pwat", "value": 44.2014 }, { "name": "alignment", "value": 1.8045 }, { "name": "tau", "value": 1.155 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2618 }, "coherence_score": 1.1550281047821045, "coherence_diagnostics": { "tau": 1.1550281047821045, "grad_tau": 0.10798131674528122, "torsion": 0.0, "alignment": 1.8044763803482056, "S_field": 0.2884815037250519, "Gamma_field": 0.23037271201610565, "S_over_Gamma": 1.252238154411316, "Da": 14.348864555358887, "E_coh": 0.03906534984707832, "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": [ [ [ -78.2, 44.07 ], [ -78.14, 44.07 ], [ -78.12, 44.06 ], [ -78.1, 44.04 ], [ -78.08, 44.0 ], [ -78.08, 43.92 ], [ -78.09, 43.91 ], [ -78.09, 43.87 ], [ -78.12, 43.84 ], [ -78.16, 43.84 ], [ -78.24, 43.91 ], [ -78.24, 44.05 ], [ -78.2, 44.07 ] ] ] }, "raw_probability": 0.2618, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "50c1001e3dd6b699bd9ceba01e1dfa5f133a3c64a77a35337a731dc7845c9191", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2618, "probability": 0.002311, "confidence_lo": 0.00214, "confidence_hi": 0.002311, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d8abe2dea086dc835e00f4ae9b3b07b66d7b03d2e6fb272b0bd76391e51d0028", "signature": { "alg": "ed25519", "sig": "95d0916a613fe58d91be814e19ecc46e69be1445157e7ab5c33e3ab0e6ce614e8ab35c97d9bff7bfdf79e831fc4a645784563a8a66e3963f4874eaddbeb9a506" } }, "receipt_sha256": "d8abe2dea086dc835e00f4ae9b3b07b66d7b03d2e6fb272b0bd76391e51d0028" }, { "storm_id": "255642", "lat": 33.558, "lon": -82.781, "motion_east": 5.8, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2554.0, "ebshear": 28.0, "srh01": 78.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 78.0 }, { "name": "hrrr_pwat", "value": 32.2014 }, { "name": "alignment", "value": 1.8162 }, { "name": "tau", "value": 2.1545 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.261 }, "coherence_score": 2.1544806957244873, "coherence_diagnostics": { "tau": 2.1544806957244873, "grad_tau": 0.6367568373680115, "torsion": 0.0, "alignment": 1.8162187337875366, "S_field": 0.27056384086608887, "Gamma_field": 0.24203939735889435, "S_over_Gamma": 1.117850422859192, "Da": 14.087601661682129, "E_coh": 0.7329694628715515, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.79, 33.59 ], [ -82.74, 33.59 ], [ -82.73, 33.57 ], [ -82.73, 33.54 ], [ -82.77, 33.51 ], [ -82.81, 33.52 ], [ -82.82, 33.54 ], [ -82.81, 33.56 ], [ -82.82, 33.57 ], [ -82.79, 33.59 ] ] ] }, "raw_probability": 0.261, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "135733bf93e2b22b6712cac4a456ffdcb9023ed748d0e5ef1e8d1eebe485596e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.261, "probability": 0.002311, "confidence_lo": 0.00214, "confidence_hi": 0.002311, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d9f42392ab774a1f88c89051628d122d8995603377501a3940353b0768a43f3b", "signature": { "alg": "ed25519", "sig": "41c600a77e65c80427c621c043d43d821de67c93602ab4ff77c4bcf53faed9b63f9c4b4bb4412a73c37b99d03a31fce989242fdb54e41d0df660a56a96fd3001" } }, "receipt_sha256": "d9f42392ab774a1f88c89051628d122d8995603377501a3940353b0768a43f3b" }, { "storm_id": "255367", "lat": 43.346, "lon": -78.643, "motion_east": 5.9, "motion_south": 0.1, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 918.0, "ebshear": 41.0, "srh01": 259.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 259.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": -3.6711 }, { "name": "tau", "value": 1.2137 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2595 }, "coherence_score": 1.2136597633361816, "coherence_diagnostics": { "tau": 1.2136597633361816, "grad_tau": 0.1875060349702835, "torsion": 0.0, "alignment": -3.6711246967315674, "S_field": 0.2679554522037506, "Gamma_field": 0.4162060618400574, "S_over_Gamma": 0.6438047885894775, "Da": 25.090360641479492, "E_coh": 0.02321038953959942, "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": [ [ [ -78.63, 43.38 ], [ -78.61, 43.37 ], [ -78.61, 43.32 ], [ -78.63, 43.3 ], [ -78.66, 43.3 ], [ -78.68, 43.32 ], [ -78.68, 43.35 ], [ -78.66, 43.37 ], [ -78.64, 43.37 ], [ -78.63, 43.38 ] ] ] }, "raw_probability": 0.2595, "confidence_lo": 0.0021, "confidence_hi": 0.0023, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "79e4b8b9075aab9615c83a77ce778e9e573871548efa6f224fe689f55dde450f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2595, "probability": 0.002299, "confidence_lo": 0.00214, "confidence_hi": 0.0023, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a527ee1852e6f060dbcdfd450617e472324aad873fc28dbcc622e049975d7c3", "signature": { "alg": "ed25519", "sig": "ff997ba2941a9e1f9e8d5464caad9d6abaa8d9ecf371d15d889a20227823e40db977c761179b92b918e7fb115f0461178189fb2e29b7da0f0225c3873a39f704" } }, "receipt_sha256": "4a527ee1852e6f060dbcdfd450617e472324aad873fc28dbcc622e049975d7c3" }, { "storm_id": "255713", "lat": 48.387, "lon": -70.972, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 692.0, "ebshear": 30.0, "srh01": 61.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 41.2014 }, { "name": "alignment", "value": -8.649 }, { "name": "tau", "value": 0.4888 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2505 }, "coherence_score": 0.48875343799591064, "coherence_diagnostics": { "tau": 0.48875343799591064, "grad_tau": 0.40508320927619934, "torsion": 0.0, "alignment": -8.649032592773438, "S_field": 0.3114568591117859, "Gamma_field": 0.3703727126121521, "S_over_Gamma": 0.8409281969070435, "Da": 21.498010635375977, "E_coh": 0.2642441689968109, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.02, 48.43 ], [ -70.95, 48.43 ], [ -70.93, 48.41 ], [ -70.93, 48.37 ], [ -70.92, 48.36 ], [ -70.94, 48.34 ], [ -70.98, 48.34 ], [ -71.01, 48.37 ], [ -71.02, 48.39 ], [ -71.02, 48.43 ] ] ] }, "raw_probability": 0.2505, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "013b420fc33a05f2ba5066f2e7ac5f9f30e82fe8f008525ef28890cf1a62782b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2505, "probability": 0.002237, "confidence_lo": 0.00214, "confidence_hi": 0.002237, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "416f89dade636e73db1efda1053157f6563b168331dd063e5d12d62df78ae816", "signature": { "alg": "ed25519", "sig": "f6400718d18b69a76fe63337a8287998696c7bdb850431c0e55117697e149a7e7f112eca2775c61ad2a2b43dd4b8c48d6d03cd90c4db87825d678286e3797f01" } }, "receipt_sha256": "416f89dade636e73db1efda1053157f6563b168331dd063e5d12d62df78ae816" }, { "storm_id": "256822", "lat": 36.6146, "lon": -77.3131, "motion_east": 2.0, "motion_south": -11.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2814.0, "ebshear": 25.0, "srh01": 43.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 52.4514 }, { "name": "alignment", "value": -0.5602 }, { "name": "tau", "value": 3.1973 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2464 }, "coherence_score": 3.197267770767212, "coherence_diagnostics": { "tau": 3.197267770767212, "grad_tau": 0.22269591689109802, "torsion": 0.0, "alignment": -0.560211181640625, "S_field": 0.48414602875709534, "Gamma_field": 0.19120605289936066, "S_over_Gamma": 2.532064437866211, "Da": 11.481019020080566, "E_coh": 0.7551836371421814, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.35, 36.67 ], [ -77.34, 36.66 ], [ -77.32, 36.66 ], [ -77.28, 36.64 ], [ -77.25, 36.61 ], [ -77.25, 36.57 ], [ -77.26, 36.55 ], [ -77.31, 36.55 ], [ -77.33, 36.57 ], [ -77.34, 36.59 ], [ -77.34, 36.62 ], [ -77.35, 36.63 ], [ -77.35, 36.67 ] ] ] }, "raw_probability": 0.2464, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d68a9a33adc11291e985c415636856e4b225b6cc4cb20f83b9238cb8c6301320", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2464, "probability": 0.002237, "confidence_lo": 0.00214, "confidence_hi": 0.002237, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c2bec566ed1c72fe2ee9488d9123b0b5efb429a05a24560789f075930c5fe2fb", "signature": { "alg": "ed25519", "sig": "3554271f3815c5382293fd4e217601260ed338586433a4e84cf3db097964c34c4993de250e00ccce414c32fd927f5342fd13e6e6a0fac611648ea95c5667fe0f" } }, "receipt_sha256": "c2bec566ed1c72fe2ee9488d9123b0b5efb429a05a24560789f075930c5fe2fb" }, { "storm_id": "255274", "lat": 32.6296, "lon": -81.7004, "motion_east": 5.1, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2821.0, "ebshear": 21.0, "srh01": 19.0, "maxllaz": 0.005, "mesh": 0.28, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 59.4514 }, { "name": "alignment", "value": 9.0043 }, { "name": "tau", "value": 3.3171 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2433 }, "coherence_score": 3.3171114921569824, "coherence_diagnostics": { "tau": 3.3171114921569824, "grad_tau": 0.24979782104492188, "torsion": 0.0, "alignment": 9.004292488098145, "S_field": 0.8873225450515747, "Gamma_field": 0.1553727239370346, "S_over_Gamma": 5.710928916931152, "Da": 10.064926147460938, "E_coh": 0.7196027636528015, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.81, 32.75 ], [ -81.78, 32.75 ], [ -81.75, 32.73 ], [ -81.67, 32.73 ], [ -81.66, 32.72 ], [ -81.66, 32.67 ], [ -81.62, 32.63 ], [ -81.61, 32.63 ], [ -81.59, 32.6 ], [ -81.59, 32.55 ], [ -81.6, 32.54 ], [ -81.6, 32.52 ], [ -81.62, 32.5 ], [ -81.66, 32.5 ], [ -81.67, 32.51 ], [ -81.67, 32.55 ], [ -81.72, 32.59 ], [ -81.72, 32.61 ], [ -81.74, 32.63 ], [ -81.76, 32.64 ], [ -81.81, 32.64 ], [ -81.84, 32.67 ], [ -81.85, 32.7 ], [ -81.81, 32.75 ] ] ] }, "raw_probability": 0.2433, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "fa36e8cd5accb927451286501e457fed4a48c7b8ba1a6de0ea03e3746140a591", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2433, "probability": 0.002237, "confidence_lo": 0.00214, "confidence_hi": 0.002237, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a53326690a513dfb9a5285eb67361a67864fbfb498d11d49d77536ec30742ecd", "signature": { "alg": "ed25519", "sig": "ee5722f676d3ceb8b2cb1e96425c5dfebbfa8044a185bfe7a9f458017f177bd5e8fa3348073c256dd66c353c8cfef244e856e7db3193cda8aa117e0b0be26603" } }, "receipt_sha256": "a53326690a513dfb9a5285eb67361a67864fbfb498d11d49d77536ec30742ecd" }, { "storm_id": "256566", "lat": 36.5786, "lon": -77.5464, "motion_east": 1.4, "motion_south": -10.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2707.0, "ebshear": 26.0, "srh01": 44.0, "maxllaz": 0.005, "mesh": 0.45, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 52.4514 }, { "name": "alignment", "value": -0.5602 }, { "name": "tau", "value": 3.1973 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2401 }, "coherence_score": 3.197267770767212, "coherence_diagnostics": { "tau": 3.197267770767212, "grad_tau": 0.22269591689109802, "torsion": 0.0, "alignment": -0.560211181640625, "S_field": 0.48414602875709534, "Gamma_field": 0.19120605289936066, "S_over_Gamma": 2.532064437866211, "Da": 11.481019020080566, "E_coh": 0.7551836371421814, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.62, 36.65 ], [ -77.52, 36.64 ], [ -77.51, 36.62 ], [ -77.47, 36.61 ], [ -77.44, 36.58 ], [ -77.43, 36.56 ], [ -77.43, 36.53 ], [ -77.46, 36.5 ], [ -77.6, 36.5 ], [ -77.62, 36.51 ], [ -77.65, 36.57 ], [ -77.65, 36.58 ], [ -77.63, 36.6 ], [ -77.62, 36.65 ] ] ] }, "raw_probability": 0.2401, "confidence_lo": 0.0021, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "5492ab15f0ee134ff65d2ef3d7d278b3df35fbf475017e5389557ef047fda19c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2401, "probability": 0.002237, "confidence_lo": 0.00214, "confidence_hi": 0.002237, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a04b4463ce0cb525ed7e15463fe5fbbda8094f75197b4505046f7a7e987080df", "signature": { "alg": "ed25519", "sig": "49897e98ca29ea8b23a6f5cdb17db5c2ee75b3ea2c1d12fd38e05b02046d0739ef388753cca11ab051cda605feaf37081589b7dbefe43e2c7beaf5b5d633e90c" } }, "receipt_sha256": "a04b4463ce0cb525ed7e15463fe5fbbda8094f75197b4505046f7a7e987080df" }, { "storm_id": "256889", "lat": 45.3529, "lon": -75.8871, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 628.0, "ebshear": 42.0, "srh01": 67.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 42.2014 }, { "name": "alignment", "value": -4.4074 }, { "name": "tau", "value": 1.3593 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2234 }, "coherence_score": 1.3593025207519531, "coherence_diagnostics": { "tau": 1.3593025207519531, "grad_tau": 0.267705500125885, "torsion": 0.0, "alignment": -4.407427787780762, "S_field": 0.3299925923347473, "Gamma_field": 0.16787272691726685, "S_over_Gamma": 1.9657307863235474, "Da": 10.15343952178955, "E_coh": 0.37499868869781494, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.89, 45.38 ], [ -75.85, 45.37 ], [ -75.85, 45.34 ], [ -75.89, 45.32 ], [ -75.92, 45.32 ], [ -75.92, 45.36 ], [ -75.89, 45.38 ] ] ] }, "raw_probability": 0.2234, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "057830102bb8ac4659e747484c485c9571d90b679682b3ee7006a675b57a25d3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2234, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "abcc5d2504682fbbbb2c0f18172f5bae267e32294aa5efbc5e9d25041791ef62", "signature": { "alg": "ed25519", "sig": "2f5b0f1464a928400e7906af34cbea3dd37c2a2331b6c4040aeab02476749e284f0634390ee580e9f71ada982fe8da856f9bf0cdd65d2199cff9bba9872e7003" } }, "receipt_sha256": "abcc5d2504682fbbbb2c0f18172f5bae267e32294aa5efbc5e9d25041791ef62" }, { "storm_id": "256710", "lat": 31.7956, "lon": -82.8122, "motion_east": 8.0, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3037.0, "ebshear": 23.0, "srh01": 47.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 46.0764 }, { "name": "alignment", "value": 2.5939 }, { "name": "tau", "value": 2.8414 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2225 }, "coherence_score": 2.8414406776428223, "coherence_diagnostics": { "tau": 2.8414406776428223, "grad_tau": 0.5394449234008789, "torsion": 0.0, "alignment": 2.593864917755127, "S_field": 1.0138765573501587, "Gamma_field": 0.24203939735889435, "S_over_Gamma": 4.18889045715332, "Da": 14.368127822875977, "E_coh": 0.9412578344345093, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.82, 31.83 ], [ -82.8, 31.83 ], [ -82.77, 31.81 ], [ -82.77, 31.78 ], [ -82.8, 31.75 ], [ -82.83, 31.75 ], [ -82.85, 31.77 ], [ -82.85, 31.81 ], [ -82.82, 31.83 ] ] ] }, "raw_probability": 0.2225, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "3b923ed7eb176e4b79ca1731d1f401dada2e6103e26ceee5cb93f858036d2e10", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2225, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "416d7b4f3526a05af5ed750e8703b99665148f620a43081871130af9b5715f8b", "signature": { "alg": "ed25519", "sig": "c6c3c84cd3d5160cd640ad3421867f8d4dc23c013b56f51e490a32cd6c337bac4d5a9cc306a1ef628d5b7d9a1b78f1c69c63aee9f578c92a574c28062889330f" } }, "receipt_sha256": "416d7b4f3526a05af5ed750e8703b99665148f620a43081871130af9b5715f8b" }, { "storm_id": "256023", "lat": 44.67, "lon": -76.5819, "motion_east": -2.0, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 267.0, "ebshear": 22.0, "srh01": 90.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 40.7014 }, { "name": "alignment", "value": -3.1695 }, { "name": "tau", "value": 1.2796 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.2201 }, "coherence_score": 1.2795530557632446, "coherence_diagnostics": { "tau": 1.2795530557632446, "grad_tau": 0.23211200535297394, "torsion": 0.0, "alignment": -3.1694815158843994, "S_field": 0.2297295480966568, "Gamma_field": 0.23787273466587067, "S_over_Gamma": 0.9657666087150574, "Da": 14.819930076599121, "E_coh": 0.037994034588336945, "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": [ [ [ -76.5, 44.74 ], [ -76.46, 44.74 ], [ -76.45, 44.73 ], [ -76.45, 44.68 ], [ -76.46, 44.67 ], [ -76.5, 44.67 ], [ -76.6, 44.6 ], [ -76.63, 44.6 ], [ -76.64, 44.59 ], [ -76.67, 44.59 ], [ -76.68, 44.58 ], [ -76.73, 44.59 ], [ -76.73, 44.65 ], [ -76.72, 44.66 ], [ -76.67, 44.66 ], [ -76.63, 44.68 ], [ -76.58, 44.72 ], [ -76.56, 44.72 ], [ -76.55, 44.73 ], [ -76.51, 44.73 ], [ -76.5, 44.74 ] ] ] }, "raw_probability": 0.2201, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "44bc6883d11147a7c59bcbab8e3cce1d0e47d7dac33491737e33040bfc6b171c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2201, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0f0d01ee50bb40758b8877ab5efeee63eabcd07de92d347f4b3ac899fe15bfc0", "signature": { "alg": "ed25519", "sig": "bb0431f19b0e02a9f80dfd1fe4e9ff4bbd2c29f5523406341c16dd9a2976153c1a55e7ff9f8d2f597a8e7692d8b9d2a91a4a77287df2c88055a00cf822a9c500" } }, "receipt_sha256": "0f0d01ee50bb40758b8877ab5efeee63eabcd07de92d347f4b3ac899fe15bfc0" }, { "storm_id": "256507", "lat": 29.8387, "lon": -80.9067, "motion_east": 5.6, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3809.0, "ebshear": 23.0, "srh01": 53.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 59.4514 }, { "name": "alignment", "value": -3.664 }, { "name": "tau", "value": 3.0322 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2197 }, "coherence_score": 3.0321693420410156, "coherence_diagnostics": { "tau": 3.0321693420410156, "grad_tau": 0.38776105642318726, "torsion": 0.0, "alignment": -3.66400408744812, "S_field": 0.9001067280769348, "Gamma_field": 0.2087060660123825, "S_over_Gamma": 4.312796115875244, "Da": 12.987123489379883, "E_coh": 0.9703167676925659, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.89, 29.93 ], [ -80.85, 29.91 ], [ -80.83, 29.91 ], [ -80.83, 29.85 ], [ -80.85, 29.81 ], [ -80.87, 29.79 ], [ -80.87, 29.77 ], [ -80.94, 29.7 ], [ -80.99, 29.7 ], [ -81.0, 29.77 ], [ -80.97, 29.82 ], [ -80.96, 29.87 ], [ -80.94, 29.91 ], [ -80.92, 29.91 ], [ -80.89, 29.93 ] ] ] }, "raw_probability": 0.2197, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e4d5ef1f2e7f272745cf862ee2d62f520a8d9043a4eb35def754a334103ff545", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2197, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "27e5f9566758e08ba56d72f80081cd4e540ecc59b38efffc991e53f024516e9f", "signature": { "alg": "ed25519", "sig": "901b23c3e441c54cf09e679c39b2910eacc9292fa1e71b8121799e7242b81e022e63c0331c3e821c4baae4d57170c70d0e546e105cdf87a20ae2bfece23a3700" } }, "receipt_sha256": "27e5f9566758e08ba56d72f80081cd4e540ecc59b38efffc991e53f024516e9f" }, { "storm_id": "256408", "lat": 35.7265, "lon": -78.5459, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2091.0, "ebshear": 24.0, "srh01": 37.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 53.4514 }, { "name": "alignment", "value": -3.0408 }, { "name": "tau", "value": 3.4584 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.219 }, "coherence_score": 3.4584035873413086, "coherence_diagnostics": { "tau": 3.4584035873413086, "grad_tau": 0.2153332382440567, "torsion": 0.0, "alignment": -3.0407981872558594, "S_field": 0.805774450302124, "Gamma_field": 0.21037273108959198, "S_over_Gamma": 3.8302228450775146, "Da": 12.863916397094727, "E_coh": 0.8150305151939392, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.52, 35.8 ], [ -78.48, 35.79 ], [ -78.47, 35.73 ], [ -78.52, 35.69 ], [ -78.52, 35.66 ], [ -78.53, 35.65 ], [ -78.59, 35.65 ], [ -78.6, 35.66 ], [ -78.6, 35.7 ], [ -78.59, 35.7 ], [ -78.57, 35.72 ], [ -78.57, 35.73 ], [ -78.53, 35.75 ], [ -78.55, 35.77 ], [ -78.56, 35.77 ], [ -78.56, 35.78 ], [ -78.52, 35.8 ] ] ] }, "raw_probability": 0.219, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a4b49c5e1728681f9e6c816771c16124a93268348961a8b6f067976212dbe7b9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.219, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b1b3020f0643932ff52bdeea4bcf7d42cc3fd6185bff57085840d1703a1cc103", "signature": { "alg": "ed25519", "sig": "1c7a7a4e298d1b787b0cb7b9dd75e9dc823bd60c774d7ecef08ab89fdd2dbf002b47a424085eed4931e05f3279a45818d9e9a288c121b1b2b0ea4934de0c3d00" } }, "receipt_sha256": "b1b3020f0643932ff52bdeea4bcf7d42cc3fd6185bff57085840d1703a1cc103" }, { "storm_id": "256634", "lat": 35.3893, "lon": -78.846, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1981.0, "ebshear": 24.0, "srh01": 41.0, "maxllaz": 0.005, "mesh": 0.35, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 53.4514 }, { "name": "alignment", "value": -3.0408 }, { "name": "tau", "value": 3.4584 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.219 }, "coherence_score": 3.4584035873413086, "coherence_diagnostics": { "tau": 3.4584035873413086, "grad_tau": 0.2153332382440567, "torsion": 0.0, "alignment": -3.0407981872558594, "S_field": 0.805774450302124, "Gamma_field": 0.21037273108959198, "S_over_Gamma": 3.8302228450775146, "Da": 12.863916397094727, "E_coh": 0.8150305151939392, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.91, 35.42 ], [ -78.88, 35.4 ], [ -78.85, 35.42 ], [ -78.81, 35.42 ], [ -78.8, 35.41 ], [ -78.78, 35.41 ], [ -78.78, 35.39 ], [ -78.79, 35.38 ], [ -78.8, 35.34 ], [ -78.82, 35.33 ], [ -78.87, 35.34 ], [ -78.89, 35.36 ], [ -78.88, 35.39 ], [ -78.92, 35.41 ], [ -78.91, 35.42 ] ] ] }, "raw_probability": 0.219, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a4b49c5e1728681f9e6c816771c16124a93268348961a8b6f067976212dbe7b9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.219, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b1b3020f0643932ff52bdeea4bcf7d42cc3fd6185bff57085840d1703a1cc103", "signature": { "alg": "ed25519", "sig": "1c7a7a4e298d1b787b0cb7b9dd75e9dc823bd60c774d7ecef08ab89fdd2dbf002b47a424085eed4931e05f3279a45818d9e9a288c121b1b2b0ea4934de0c3d00" } }, "receipt_sha256": "b1b3020f0643932ff52bdeea4bcf7d42cc3fd6185bff57085840d1703a1cc103" }, { "storm_id": "256554", "lat": 45.885, "lon": -72.22, "motion_east": 1.4, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1190.0, "ebshear": 31.0, "srh01": 46.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 38.8264 }, { "name": "alignment", "value": -3.873 }, { "name": "tau", "value": 1.2981 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2179 }, "coherence_score": 1.2981488704681396, "coherence_diagnostics": { "tau": 1.2981488704681396, "grad_tau": 0.15178976953029633, "torsion": 0.0, "alignment": -3.8729653358459473, "S_field": 0.5661770701408386, "Gamma_field": 0.24620606005191803, "S_over_Gamma": 2.2996065616607666, "Da": 14.968799591064453, "E_coh": 0.7918762564659119, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.23, 45.91 ], [ -72.2, 45.91 ], [ -72.19, 45.9 ], [ -72.19, 45.86 ], [ -72.22, 45.84 ], [ -72.25, 45.85 ], [ -72.25, 45.9 ], [ -72.23, 45.91 ] ] ] }, "raw_probability": 0.2179, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "19e5abe23418747a1f8876b70ac8628473cbab12920b6b9bb64c1088e2da4ba8", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2179, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "abcd3aee4dd04303ba0155523f2509238371c14921dbe0f4a5880f79a6b0fe64", "signature": { "alg": "ed25519", "sig": "4556fd44722b31bdf52c567aa4c681a9c52c7973c0776e499e29e971dadbe8e6e343af6fbf99fd7a56250ab058f20f7c6fd060386e4c8d704da1517f8abf4a0f" } }, "receipt_sha256": "abcd3aee4dd04303ba0155523f2509238371c14921dbe0f4a5880f79a6b0fe64" }, { "storm_id": "255902", "lat": 30.8344, "lon": -82.6633, "motion_east": 6.6, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2615.0, "ebshear": 17.0, "srh01": 24.0, "maxllaz": 0.004, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 59.9514 }, { "name": "alignment", "value": -7.2973 }, { "name": "tau", "value": 3.1296 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2129 }, "coherence_score": 3.129594564437866, "coherence_diagnostics": { "tau": 3.129594564437866, "grad_tau": 0.05448099970817566, "torsion": 0.0, "alignment": -7.297252655029297, "S_field": 0.9065717458724976, "Gamma_field": 0.25620606541633606, "S_over_Gamma": 3.538447618484497, "Da": 16.691951751708984, "E_coh": 0.847366213798523, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.71, 30.87 ], [ -82.66, 30.87 ], [ -82.64, 30.86 ], [ -82.62, 30.83 ], [ -82.62, 30.8 ], [ -82.63, 30.79 ], [ -82.67, 30.79 ], [ -82.71, 30.83 ], [ -82.71, 30.87 ] ] ] }, "raw_probability": 0.2129, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c51cc9fc52a876c97ce4e39810dadc8f71da3fc68a0a299c502055fac20834ca", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2129, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "04d3b8ba0651975a96411163d505e357d2c42fc9a77ae2f307f535aee079090c", "signature": { "alg": "ed25519", "sig": "8b9e8f3c4269ed9186268bf98cdea2c3960c75bc0234c5d33a9bf74cf2bae89156990d898105479b9bfb59ac735a029206bfa8a8d4ffbb03ae622a3ad681eb07" } }, "receipt_sha256": "04d3b8ba0651975a96411163d505e357d2c42fc9a77ae2f307f535aee079090c" }, { "storm_id": "256300", "lat": 44.9683, "lon": -76.3122, "motion_east": 2.1, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 239.0, "ebshear": 30.0, "srh01": 101.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 101.0 }, { "name": "hrrr_pwat", "value": 40.7014 }, { "name": "alignment", "value": -3.1695 }, { "name": "tau", "value": 1.2796 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2106 }, "coherence_score": 1.2795530557632446, "coherence_diagnostics": { "tau": 1.2795530557632446, "grad_tau": 0.23211200535297394, "torsion": 0.0, "alignment": -3.1694815158843994, "S_field": 0.2297295480966568, "Gamma_field": 0.23787273466587067, "S_over_Gamma": 0.9657666087150574, "Da": 14.819930076599121, "E_coh": 0.037994034588336945, "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": [ [ [ -76.31, 45.05 ], [ -76.27, 45.05 ], [ -76.25, 45.04 ], [ -76.23, 45.02 ], [ -76.23, 44.97 ], [ -76.25, 44.96 ], [ -76.29, 44.92 ], [ -76.29, 44.89 ], [ -76.3, 44.88 ], [ -76.33, 44.88 ], [ -76.35, 44.89 ], [ -76.35, 44.9 ], [ -76.38, 44.93 ], [ -76.39, 44.95 ], [ -76.39, 44.99 ], [ -76.36, 45.03 ], [ -76.34, 45.03 ], [ -76.31, 45.05 ] ] ] }, "raw_probability": 0.2106, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e78b8e4994c6a51124131de95ebd514394a8d2dfa5241bc70b6fec65c9fae9b3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2106, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "25edcfad5dae22eb228f5b456843354d8141c9d0a768606d03dc6ef793fe26d4", "signature": { "alg": "ed25519", "sig": "7603dd3e9954dc9c93c5eadfa80534d8e8342b96252a5d2cb1ea0f22528c5b443bdd1e4a15851eabbcf941cc662548a9c08fb8cd08d3f00aa31301ce61c5db0d" } }, "receipt_sha256": "25edcfad5dae22eb228f5b456843354d8141c9d0a768606d03dc6ef793fe26d4" }, { "storm_id": "256792", "lat": 36.1388, "lon": -76.9663, "motion_east": 3.4, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2848.0, "ebshear": 23.0, "srh01": 45.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 54.9514 }, { "name": "alignment", "value": -1.4337 }, { "name": "tau", "value": 3.467 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2089 }, "coherence_score": 3.467031478881836, "coherence_diagnostics": { "tau": 3.467031478881836, "grad_tau": 0.11478372663259506, "torsion": 0.0, "alignment": -1.4336988925933838, "S_field": 0.7715834379196167, "Gamma_field": 0.2128727287054062, "S_over_Gamma": 3.6246232986450195, "Da": 12.954659461975098, "E_coh": 0.8673784136772156, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.98, 36.17 ], [ -76.94, 36.16 ], [ -76.93, 36.14 ], [ -76.93, 36.12 ], [ -76.95, 36.1 ], [ -77.01, 36.1 ], [ -77.01, 36.15 ], [ -76.98, 36.17 ] ] ] }, "raw_probability": 0.2089, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "932706926b2a41a16bbe734e0767f2eafbdfa93389413498890ba94d94fd2f86", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2089, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ad11224c6a92dfb738c5738deb03e8f72cafba19fe63419b3b59065ed93f4d96", "signature": { "alg": "ed25519", "sig": "4a2a847532b585d871189c601b8e9cf656a119c15e808858033c63e9815f6f01d0ec75ca5d63c7ca67227de652896757a33f65734c0c64fa716592a61a9ba701" } }, "receipt_sha256": "ad11224c6a92dfb738c5738deb03e8f72cafba19fe63419b3b59065ed93f4d96" }, { "storm_id": "256235", "lat": 35.174, "lon": -78.745, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1832.0, "ebshear": 21.0, "srh01": 49.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 53.4514 }, { "name": "alignment", "value": -3.0408 }, { "name": "tau", "value": 3.4584 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2044 }, "coherence_score": 3.4584035873413086, "coherence_diagnostics": { "tau": 3.4584035873413086, "grad_tau": 0.2153332382440567, "torsion": 0.0, "alignment": -3.0407981872558594, "S_field": 0.805774450302124, "Gamma_field": 0.21037273108959198, "S_over_Gamma": 3.8302228450775146, "Da": 12.863916397094727, "E_coh": 0.8150305151939392, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.73, 35.23 ], [ -78.69, 35.21 ], [ -78.69, 35.18 ], [ -78.73, 35.13 ], [ -78.75, 35.13 ], [ -78.76, 35.12 ], [ -78.8, 35.12 ], [ -78.8, 35.18 ], [ -78.77, 35.21 ], [ -78.73, 35.23 ] ] ] }, "raw_probability": 0.2044, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f1cac0dd0800e0ef2f92b5608da6aa29c567525f5e0e48c1d540f68fa28f8123", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2044, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f7dbcf0020173308e8984fb4be384faf3bb7196639cd780318d1dbd69e2ee894", "signature": { "alg": "ed25519", "sig": "e60aae0da05851b17ec23aee6290d3e1739332111d853847b6c8fc5ff940dc555565d520a791d3cca57f4bd5143f941eddae588cfeb700d1d71a41a733afc103" } }, "receipt_sha256": "f7dbcf0020173308e8984fb4be384faf3bb7196639cd780318d1dbd69e2ee894" }, { "storm_id": "256800", "lat": 32.5242, "lon": -81.1158, "motion_east": 3.9, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2514.0, "ebshear": 18.0, "srh01": 22.0, "maxllaz": 0.005, "mesh": 0.14, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 59.4514 }, { "name": "alignment", "value": 9.0043 }, { "name": "tau", "value": 3.3171 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2036 }, "coherence_score": 3.3171114921569824, "coherence_diagnostics": { "tau": 3.3171114921569824, "grad_tau": 0.24979782104492188, "torsion": 0.0, "alignment": 9.004292488098145, "S_field": 0.8873225450515747, "Gamma_field": 0.1553727239370346, "S_over_Gamma": 5.710928916931152, "Da": 10.064926147460938, "E_coh": 0.7196027636528015, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.16, 32.59 ], [ -81.13, 32.59 ], [ -81.1, 32.57 ], [ -81.1, 32.55 ], [ -81.08, 32.51 ], [ -81.06, 32.49 ], [ -81.06, 32.44 ], [ -81.07, 32.43 ], [ -81.11, 32.43 ], [ -81.18, 32.53 ], [ -81.18, 32.57 ], [ -81.16, 32.59 ] ] ] }, "raw_probability": 0.2036, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6362525946d1ce3764a414f46567ad1efa02b57b73550166444fed1bc02aaa86", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2036, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "268d8a4ad15ff644582fbbe86ab2eab793f94a545b3c380fb020c35a350688fe", "signature": { "alg": "ed25519", "sig": "e817da6d0269dddf29319bb89e6acef26f9e4b74a95457a898b2b0b7a7324f6d05fb3cb680b87b8dcbb44d34d933f41bdb324c8467de1020d82bba3a57582d0e" } }, "receipt_sha256": "268d8a4ad15ff644582fbbe86ab2eab793f94a545b3c380fb020c35a350688fe" }, { "storm_id": "256047", "lat": 45.6705, "lon": -67.581, "motion_east": 1.9, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 922.0, "ebshear": 24.0, "srh01": 36.0, "maxllaz": 0.005, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 41.2014 }, { "name": "alignment", "value": -6.1316 }, { "name": "tau", "value": 0.3301 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2028 }, "coherence_score": 0.3300606310367584, "coherence_diagnostics": { "tau": 0.3300606310367584, "grad_tau": 0.3140079379081726, "torsion": 0.0, "alignment": -6.131643295288086, "S_field": 0.2692720293998718, "Gamma_field": 0.6100000143051147, "S_over_Gamma": 0.4414295554161072, "Da": 38.931739807128906, "E_coh": 0.21957865357398987, "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": [ [ [ -67.59, 45.77 ], [ -67.52, 45.77 ], [ -67.51, 45.75 ], [ -67.47, 45.72 ], [ -67.47, 45.69 ], [ -67.5, 45.65 ], [ -67.56, 45.65 ], [ -67.58, 45.63 ], [ -67.58, 45.57 ], [ -67.64, 45.56 ], [ -67.67, 45.58 ], [ -67.66, 45.59 ], [ -67.66, 45.64 ], [ -67.63, 45.64 ], [ -67.62, 45.65 ], [ -67.59, 45.65 ], [ -67.58, 45.66 ], [ -67.58, 45.68 ], [ -67.6, 45.7 ], [ -67.6, 45.76 ], [ -67.59, 45.77 ] ] ] }, "raw_probability": 0.2028, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "17dc9cbb3f081cedf95fc683e3393cfc371e7a0d67854771859198cfb16fbaa0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2028, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b60c620512ff7beb36b8ccf40eaa9952456d88d02347f20085647dcb1f45c9bb", "signature": { "alg": "ed25519", "sig": "b306db472dcd5c391f5604498634662f53b0881b687abccedd59f79e4a99afe587fefb8399acf24fe199edb67f0142de3f6a9801a17ab8e2496af45a7943db0c" } }, "receipt_sha256": "b60c620512ff7beb36b8ccf40eaa9952456d88d02347f20085647dcb1f45c9bb" }, { "storm_id": "255720", "lat": 45.8933, "lon": -71.9293, "motion_east": 2.1, "motion_south": -7.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1295.0, "ebshear": 29.0, "srh01": 51.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 38.8264 }, { "name": "alignment", "value": -3.873 }, { "name": "tau", "value": 1.2981 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2014 }, "coherence_score": 1.2981488704681396, "coherence_diagnostics": { "tau": 1.2981488704681396, "grad_tau": 0.15178976953029633, "torsion": 0.0, "alignment": -3.8729653358459473, "S_field": 0.5661770701408386, "Gamma_field": 0.24620606005191803, "S_over_Gamma": 2.2996065616607666, "Da": 14.968799591064453, "E_coh": 0.7918762564659119, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.03, 45.94 ], [ -71.9, 45.94 ], [ -71.89, 45.93 ], [ -71.83, 45.93 ], [ -71.81, 45.91 ], [ -71.81, 45.87 ], [ -71.84, 45.85 ], [ -71.86, 45.85 ], [ -71.9, 45.87 ], [ -71.92, 45.87 ], [ -71.96, 45.85 ], [ -72.02, 45.85 ], [ -72.07, 45.88 ], [ -72.07, 45.92 ], [ -72.03, 45.94 ] ] ] }, "raw_probability": 0.2014, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "23aa754cf60ad60989a22093becbbeb4615c86292e8d39d9067d2b5fccfaf6ee", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2014, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f3b6ea8daab5d5199b49913bfd1fdd5bc031e515770765f98b49dcd44ac7cba3", "signature": { "alg": "ed25519", "sig": "48ecc35beb9095f89d58ec4807a5bba8f441a66eff66baf9ca975c79685450d7aad7261329d8cd15a382cf78bcae3fbeb5a160d4d416974ea915d0fec3785b02" } }, "receipt_sha256": "f3b6ea8daab5d5199b49913bfd1fdd5bc031e515770765f98b49dcd44ac7cba3" }, { "storm_id": "256186", "lat": 31.0662, "lon": -82.9623, "motion_east": 7.7, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2439.0, "ebshear": 18.0, "srh01": 33.0, "maxllaz": 0.005, "mesh": 0.24, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 67.5764 }, { "name": "alignment", "value": 3.8867 }, { "name": "tau", "value": 3.0353 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2006 }, "coherence_score": 3.035336494445801, "coherence_diagnostics": { "tau": 3.035336494445801, "grad_tau": 0.30251312255859375, "torsion": 0.0, "alignment": 3.8867156505584717, "S_field": 1.0485975742340088, "Gamma_field": 0.21370606124401093, "S_over_Gamma": 4.906728267669678, "Da": 12.722210884094238, "E_coh": 0.8859384059906006, "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": [ [ [ -82.98, 31.15 ], [ -82.94, 31.15 ], [ -82.91, 31.12 ], [ -82.91, 31.07 ], [ -82.9, 31.06 ], [ -82.92, 30.98 ], [ -82.95, 30.95 ], [ -83.0, 30.95 ], [ -83.01, 30.96 ], [ -83.01, 31.09 ], [ -83.0, 31.1 ], [ -83.0, 31.13 ], [ -82.98, 31.15 ] ] ] }, "raw_probability": 0.2006, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f5c13f5da83ddfc1b11209ed820d5ab0d89f9e27e0d0af0efc247a92650f7b17", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.2006, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "47208e2ed5adc8e6686d8679ea371bd675cb0cd84be7d6bbb3aec82d827e837c", "signature": { "alg": "ed25519", "sig": "7d045e5384bf77fce2193c0c72c6c380746a159fb416a81591f73363cbba290941c3c7d392b831f77cb486b76d850f42411ee0b1d290bb931dcb2d90c56ae00e" } }, "receipt_sha256": "47208e2ed5adc8e6686d8679ea371bd675cb0cd84be7d6bbb3aec82d827e837c" }, { "storm_id": "256677", "lat": 29.8918, "lon": -85.2212, "motion_east": 5.1, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2274.0, "ebshear": 10.0, "srh01": 69.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 52.3264 }, { "name": "alignment", "value": -0.7879 }, { "name": "tau", "value": 2.272 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.187 }, "coherence_score": 2.2719907760620117, "coherence_diagnostics": { "tau": 2.2719907760620117, "grad_tau": 0.8863649964332581, "torsion": 0.0, "alignment": -0.7879494428634644, "S_field": 0.36056676506996155, "Gamma_field": 0.5153726935386658, "S_over_Gamma": 0.6996233463287354, "Da": 28.126893997192383, "E_coh": 0.888236403465271, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.27, 29.99 ], [ -85.22, 29.99 ], [ -85.22, 29.97 ], [ -85.16, 29.91 ], [ -85.16, 29.88 ], [ -85.15, 29.87 ], [ -85.17, 29.84 ], [ -85.19, 29.83 ], [ -85.21, 29.84 ], [ -85.23, 29.82 ], [ -85.24, 29.82 ], [ -85.26, 29.84 ], [ -85.26, 29.85 ], [ -85.24, 29.87 ], [ -85.24, 29.91 ], [ -85.27, 29.94 ], [ -85.27, 29.99 ] ] ] }, "raw_probability": 0.187, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2a0f52cb1475f86e5d0c8037c5be59fb96bbb49965391d54e0bd10d40f93add3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.187, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1fb747ef6f9f1c3edc3648affcd84b83821b7daa5075708b1f815e76a543f58c", "signature": { "alg": "ed25519", "sig": "e67c08c6ab4da0d25bdb7372441f54b16a55c7a470ca2f9368ba3a7dd85db5bddac92c74f820f4b0360fc9ba81de7ffc943d01f077399385d7da5cd890b87705" } }, "receipt_sha256": "1fb747ef6f9f1c3edc3648affcd84b83821b7daa5075708b1f815e76a543f58c" }, { "storm_id": "255716", "lat": 47.9678, "lon": -68.4644, "motion_east": 3.3, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 807.0, "ebshear": 19.0, "srh01": 60.0, "maxllaz": 0.006, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 34.2014 }, { "name": "alignment", "value": -4.6435 }, { "name": "tau", "value": 0.4655 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.186 }, "coherence_score": 0.46549540758132935, "coherence_diagnostics": { "tau": 0.46549540758132935, "grad_tau": 0.21986408531665802, "torsion": 0.0, "alignment": -4.64350700378418, "S_field": 0.242681086063385, "Gamma_field": 0.33453941345214844, "S_over_Gamma": 0.7254185080528259, "Da": 21.3525447845459, "E_coh": 0.4971211850643158, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.45, 48.04 ], [ -68.38, 48.04 ], [ -68.36, 48.03 ], [ -68.36, 48.01 ], [ -68.4, 47.96 ], [ -68.42, 47.96 ], [ -68.45, 47.94 ], [ -68.46, 47.92 ], [ -68.46, 47.89 ], [ -68.48, 47.87 ], [ -68.53, 47.87 ], [ -68.57, 47.91 ], [ -68.58, 47.94 ], [ -68.55, 47.98 ], [ -68.5, 47.99 ], [ -68.48, 48.01 ], [ -68.48, 48.02 ], [ -68.45, 48.04 ] ] ] }, "raw_probability": 0.186, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a8f90bc559d40c491eee6a7cd35b71f3395ab794168cfebecc60cf1fa829dea4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.186, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c69996985130d0df3425e8db00b723af2650f58afb6b5e34fe293ba08f0dbd5d", "signature": { "alg": "ed25519", "sig": "d9b17d24d6ef98cc09a326ddc2bed822c3e2329b86106ecfa03cfcc378fbf9e52d6f6247b33e794c6b01d622aa5ef802a728298326941cf4c17c506244f81d04" } }, "receipt_sha256": "c69996985130d0df3425e8db00b723af2650f58afb6b5e34fe293ba08f0dbd5d" }, { "storm_id": "255340", "lat": 45.5708, "lon": -75.4331, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 672.0, "ebshear": 41.0, "srh01": 51.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 42.2014 }, { "name": "alignment", "value": -4.4074 }, { "name": "tau", "value": 1.3593 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1853 }, "coherence_score": 1.3593025207519531, "coherence_diagnostics": { "tau": 1.3593025207519531, "grad_tau": 0.267705500125885, "torsion": 0.0, "alignment": -4.407427787780762, "S_field": 0.3299925923347473, "Gamma_field": 0.16787272691726685, "S_over_Gamma": 1.9657307863235474, "Da": 10.15343952178955, "E_coh": 0.37499868869781494, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.43, 45.63 ], [ -75.39, 45.63 ], [ -75.36, 45.6 ], [ -75.36, 45.57 ], [ -75.37, 45.55 ], [ -75.4, 45.53 ], [ -75.44, 45.53 ], [ -75.45, 45.52 ], [ -75.49, 45.52 ], [ -75.51, 45.53 ], [ -75.51, 45.58 ], [ -75.49, 45.6 ], [ -75.43, 45.63 ] ] ] }, "raw_probability": 0.1853, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "478bf5ca02a840c97bf3a2f6189212bf4aa3e43a1b52051cc9fe12963328f4de", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1853, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6082b5d4978144ae910be7af26ab9c917994056b6fac5f4a8ccfd10bfabb6075", "signature": { "alg": "ed25519", "sig": "43ff600e6ab12d739819a36308bdfc1f80395ea19704b76cb74cd668c48c20a85913029cc4f43d73972a984188a0d1843c5b9d0d7fd08191d34bc7f4e186c604" } }, "receipt_sha256": "6082b5d4978144ae910be7af26ab9c917994056b6fac5f4a8ccfd10bfabb6075" }, { "storm_id": "256888", "lat": 45.4711, "lon": -74.6344, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 711.0, "ebshear": 33.0, "srh01": 84.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 45.3264 }, { "name": "alignment", "value": -0.9784 }, { "name": "tau", "value": 1.5283 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1833 }, "coherence_score": 1.5282515287399292, "coherence_diagnostics": { "tau": 1.5282515287399292, "grad_tau": 0.22454436123371124, "torsion": 0.0, "alignment": -0.9784455299377441, "S_field": 0.47776126861572266, "Gamma_field": 0.16787272691726685, "S_over_Gamma": 2.845973014831543, "Da": 10.276932716369629, "E_coh": 0.7897180318832397, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.63, 45.5 ], [ -74.59, 45.48 ], [ -74.59, 45.44 ], [ -74.6, 45.43 ], [ -74.68, 45.43 ], [ -74.68, 45.48 ], [ -74.67, 45.49 ], [ -74.64, 45.49 ], [ -74.63, 45.5 ] ] ] }, "raw_probability": 0.1833, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "78f2b8066c8f8e181c6a7c71bdf1938dc3d8715c4a2397af01e64e9da8bfdcf8", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1833, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f517a51747b6ab513e225f1a6535ca007e0ae236543d7bf7706b6e387007ed2d", "signature": { "alg": "ed25519", "sig": "27f29d616a2fce9d8b8bbc8621fcfce551ded76834d1e1f137766e58fd3dbd3464cea0257ee97d657453730823e8bd95b95b7f46d5f9f0e95c3728fdd5382902" } }, "receipt_sha256": "f517a51747b6ab513e225f1a6535ca007e0ae236543d7bf7706b6e387007ed2d" }, { "storm_id": "256500", "lat": 32.9116, "lon": -82.0905, "motion_east": 5.1, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3261.0, "ebshear": 28.0, "srh01": 51.0, "maxllaz": 0.008, "mesh": 0.28, "flash_rate": 33.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 45.5764 }, { "name": "alignment", "value": 3.1383 }, { "name": "tau", "value": 3.0167 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.1796 }, "coherence_score": 3.0167295932769775, "coherence_diagnostics": { "tau": 3.0167295932769775, "grad_tau": 0.45240193605422974, "torsion": 0.0, "alignment": 3.1383321285247803, "S_field": 1.0245287418365479, "Gamma_field": 0.2612060606479645, "S_over_Gamma": 3.9223008155822754, "Da": 15.528514862060547, "E_coh": 0.930926501750946, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.19, 33.16 ], [ -82.12, 33.15 ], [ -82.12, 33.12 ], [ -82.13, 33.11 ], [ -82.13, 33.05 ], [ -82.08, 33.0 ], [ -82.08, 32.97 ], [ -82.07, 32.95 ], [ -82.05, 32.93 ], [ -82.01, 32.91 ], [ -81.99, 32.87 ], [ -81.99, 32.85 ], [ -81.97, 32.83 ], [ -81.94, 32.83 ], [ -81.89, 32.79 ], [ -81.89, 32.76 ], [ -81.92, 32.73 ], [ -81.97, 32.74 ], [ -82.01, 32.78 ], [ -82.03, 32.78 ], [ -82.07, 32.74 ], [ -82.09, 32.73 ], [ -82.1, 32.73 ], [ -82.12, 32.75 ], [ -82.11, 32.79 ], [ -82.08, 32.82 ], [ -82.08, 32.85 ], [ -82.1, 32.87 ], [ -82.14, 32.89 ], [ -82.17, 32.93 ], [ -82.22, 32.95 ], [ -82.25, 32.98 ], [ -82.26, 33.02 ], [ -82.27, 33.03 ], [ -82.27, 33.07 ], [ -82.25, 33.11 ], [ -82.19, 33.16 ] ] ] }, "raw_probability": 0.1796, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a495e73bfbb466d865b3014e04502e8d330c0491c1ca96a971761d016b4c7d11", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1796, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fed25761cb01250d23125ef6989d9cdf97bbc2bd9079dbde301ba2db693e1ac7", "signature": { "alg": "ed25519", "sig": "3090829e2dd5cb6c03e87d0a58ae313080875f7f92e0738f5bc08b965aebca5284a1c9be088c27c3e0c429fadc4355471ff9cf13187f54fdb34487bce86be209" } }, "receipt_sha256": "fed25761cb01250d23125ef6989d9cdf97bbc2bd9079dbde301ba2db693e1ac7" }, { "storm_id": "256493", "lat": 39.7138, "lon": -80.74, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1605.0, "ebshear": 29.0, "srh01": 83.0, "maxllaz": 0.004, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 83.0 }, { "name": "hrrr_pwat", "value": 39.2014 }, { "name": "alignment", "value": 0.9332 }, { "name": "tau", "value": 2.1255 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1779 }, "coherence_score": 2.125450611114502, "coherence_diagnostics": { "tau": 2.125450611114502, "grad_tau": 0.3924943804740906, "torsion": 0.0, "alignment": 0.933247983455658, "S_field": 0.5867230296134949, "Gamma_field": 0.20537272095680237, "S_over_Gamma": 2.8568692207336426, "Da": 11.828104019165039, "E_coh": 0.8149553537368774, "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": [ [ [ -80.75, 39.74 ], [ -80.72, 39.74 ], [ -80.71, 39.73 ], [ -80.71, 39.71 ], [ -80.74, 39.67 ], [ -80.77, 39.67 ], [ -80.77, 39.71 ], [ -80.75, 39.74 ] ] ] }, "raw_probability": 0.1779, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c74f4245909ea9cf7e3af2c0462737c00a5cccec26bd8249f58dd31ce4a32208", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1779, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9ff83e28da7508691fd244ac2b0d96420e77963731df25ea28deb62fa30be63e", "signature": { "alg": "ed25519", "sig": "01b99fe9d19be5912dddbf66b1edb19cbe310f2d5b73f3df4821e3c75a470e8b23a3446a7f130c4aa590df02fb3ee2364ab85e9dc1e163c1f476b4e3ccb4d909" } }, "receipt_sha256": "9ff83e28da7508691fd244ac2b0d96420e77963731df25ea28deb62fa30be63e" }, { "storm_id": "256900", "lat": 36.0218, "lon": -79.2627, "motion_east": 5.1, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2001.0, "ebshear": 21.0, "srh01": 51.0, "maxllaz": 0.002, "mesh": 0.25, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 35.9514 }, { "name": "alignment", "value": 1.1757 }, { "name": "tau", "value": 3.1091 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1778 }, "coherence_score": 3.109121322631836, "coherence_diagnostics": { "tau": 3.109121322631836, "grad_tau": 0.29867157340049744, "torsion": 0.0, "alignment": 1.1757099628448486, "S_field": 0.7889055013656616, "Gamma_field": 0.22120605409145355, "S_over_Gamma": 3.566382884979248, "Da": 13.474706649780273, "E_coh": 0.8009366989135742, "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": [ [ [ -79.28, 36.06 ], [ -79.24, 36.05 ], [ -79.23, 36.04 ], [ -79.21, 36.04 ], [ -79.22, 35.97 ], [ -79.28, 35.97 ], [ -79.29, 35.98 ], [ -79.27, 36.0 ], [ -79.29, 36.02 ], [ -79.3, 36.05 ], [ -79.28, 36.06 ] ] ] }, "raw_probability": 0.1778, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f95bb1d2241c58a3f9cedd9fd7c5712aa03dce3ae25d8187ac992274e0ac084d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1778, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "69a737b6ed394f707890a4f1d0d3f7987a174dd73221a9103319a62a57c81430", "signature": { "alg": "ed25519", "sig": "1c68b69da161fe98b9f67245912479992172fbe0d0596ec329451fa06d06f793bb28ae5ca761e6145ddaab3452eebee13659c2a9b473a7cbdfb006ab521faa09" } }, "receipt_sha256": "69a737b6ed394f707890a4f1d0d3f7987a174dd73221a9103319a62a57c81430" }, { "storm_id": "256037", "lat": 33.8113, "lon": -83.2537, "motion_east": 2.1, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3251.0, "ebshear": 24.0, "srh01": 73.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": 1.9687 }, { "name": "tau", "value": 1.856 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.177 }, "coherence_score": 1.8559914827346802, "coherence_diagnostics": { "tau": 1.8559914827346802, "grad_tau": 0.5162640810012817, "torsion": 0.0, "alignment": 1.9686912298202515, "S_field": 0.09851495176553726, "Gamma_field": 0.2453727275133133, "S_over_Gamma": 0.40149104595184326, "Da": 14.35507869720459, "E_coh": 0.07233238965272903, "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": [ [ [ -83.25, 33.91 ], [ -83.22, 33.91 ], [ -83.19, 33.88 ], [ -83.19, 33.84 ], [ -83.23, 33.8 ], [ -83.22, 33.78 ], [ -83.2, 33.78 ], [ -83.2, 33.73 ], [ -83.26, 33.7 ], [ -83.31, 33.7 ], [ -83.33, 33.72 ], [ -83.33, 33.78 ], [ -83.29, 33.82 ], [ -83.3, 33.84 ], [ -83.29, 33.88 ], [ -83.25, 33.91 ] ] ] }, "raw_probability": 0.177, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "26eb5c80375cc68c2b7847d04a48e39ed822e68e5c5f27831dcd265cb10cd82b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.177, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8c5a11b60d8fecc0ee426893217be87f91fb77024645469e0844ad809bd5b5e8", "signature": { "alg": "ed25519", "sig": "6655443d2e474fb8e17d020807fdf98a980e964fc2d5ef94019ee497e617ba1d641232e02b036ca92a88b014e7a0748151d6073b83c2569b6346fd0aa3495201" } }, "receipt_sha256": "8c5a11b60d8fecc0ee426893217be87f91fb77024645469e0844ad809bd5b5e8" }, { "storm_id": "256885", "lat": 47.7137, "lon": -68.6025, "motion_east": 2.6, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 894.0, "ebshear": 21.0, "srh01": 54.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": -4.2506 }, { "name": "tau", "value": 0.6422 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1769 }, "coherence_score": 0.642208456993103, "coherence_diagnostics": { "tau": 0.642208456993103, "grad_tau": 0.24487338960170746, "torsion": 0.0, "alignment": -4.25056791305542, "S_field": 0.3676742911338806, "Gamma_field": 0.33953940868377686, "S_over_Gamma": 1.0828619003295898, "Da": 21.7091064453125, "E_coh": 0.713176965713501, "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": [ [ [ -68.61, 47.75 ], [ -68.59, 47.75 ], [ -68.59, 47.72 ], [ -68.57, 47.69 ], [ -68.58, 47.68 ], [ -68.63, 47.68 ], [ -68.64, 47.69 ], [ -68.61, 47.75 ] ] ] }, "raw_probability": 0.1769, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "71ab0260e43e262e5c33c70ffef00ae53339944c3030749a8cd522df703f00a0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1769, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1b74600f78b02ed8be472f24e52984d59c5a3b6b46ee2b438c2d6740b94a86f0", "signature": { "alg": "ed25519", "sig": "badfd70d2d73a04e239ed775ff24a1a2bd97250c923883b80bc6d726167b86fc22562c1d44fe8da0fd51bfa229d4a465e1d27855336bc8e40f63de285d2a1202" } }, "receipt_sha256": "1b74600f78b02ed8be472f24e52984d59c5a3b6b46ee2b438c2d6740b94a86f0" }, { "storm_id": "256796", "lat": 34.7383, "lon": -75.4958, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2592.0, "ebshear": 25.0, "srh01": 43.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 62.9514 }, { "name": "alignment", "value": -4.0981 }, { "name": "tau", "value": 3.54 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1715 }, "coherence_score": 3.5400288105010986, "coherence_diagnostics": { "tau": 3.5400288105010986, "grad_tau": 0.11006496846675873, "torsion": 0.0, "alignment": -4.098118782043457, "S_field": 0.6139425039291382, "Gamma_field": 0.1670393943786621, "S_over_Gamma": 3.6754353046417236, "Da": 10.586562156677246, "E_coh": 0.7729188799858093, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.54, 34.81 ], [ -75.53, 34.81 ], [ -75.49, 34.77 ], [ -75.47, 34.79 ], [ -75.46, 34.79 ], [ -75.45, 34.77 ], [ -75.46, 34.64 ], [ -75.46, 34.65 ], [ -75.49, 34.68 ], [ -75.52, 34.68 ], [ -75.54, 34.66 ], [ -75.54, 34.81 ] ] ] }, "raw_probability": 0.1715, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7d1dfedc4ab24e16cbff821417cdd8fbde88af26454951309d2b46135f901285", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1715, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "385c68ada0d33e507931ff089c9e3ee01b3e475110fbaff6ec37f6b27e086bbe", "signature": { "alg": "ed25519", "sig": "c0111bad5a3f0ede14b79908daf86a457f4a485c5b1b8976e6f396e1fb75d0a3604233cd1233ae8792e113464f45114d1606673b9da8a7d7a2bc4ebf12c9c60c" } }, "receipt_sha256": "385c68ada0d33e507931ff089c9e3ee01b3e475110fbaff6ec37f6b27e086bbe" }, { "storm_id": "255676", "lat": 30.5442, "lon": -85.845, "motion_east": 4.4, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2261.0, "ebshear": 22.0, "srh01": 95.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 95.0 }, { "name": "hrrr_pwat", "value": 52.2014 }, { "name": "alignment", "value": 5.2912 }, { "name": "tau", "value": 1.5023 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1667 }, "coherence_score": 1.5022598505020142, "coherence_diagnostics": { "tau": 1.5022598505020142, "grad_tau": 0.5991920828819275, "torsion": 0.0, "alignment": 5.29122257232666, "S_field": 0.46376168727874756, "Gamma_field": 0.40870606899261475, "S_over_Gamma": 1.1347070932388306, "Da": 24.644027709960938, "E_coh": 0.7771337628364563, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.81, 30.59 ], [ -85.79, 30.57 ], [ -85.79, 30.54 ], [ -85.82, 30.52 ], [ -85.85, 30.52 ], [ -85.86, 30.51 ], [ -85.89, 30.51 ], [ -85.91, 30.5 ], [ -85.91, 30.53 ], [ -85.87, 30.57 ], [ -85.83, 30.58 ], [ -85.81, 30.59 ] ] ] }, "raw_probability": 0.1667, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "312a3c9fc4d0869d17124ebad1be995cac466bb62083ab77fee4eb3e1208132f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1667, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4903115f4d6974e8148bbcbdb6ac8dfa3bd24c70d53511e3c4d418a8879a4fa5", "signature": { "alg": "ed25519", "sig": "e0aa4e7e4e5a20fcec6b38c68cc5ce51d6cab8d1ae2c02b0aa4de47d5bdc6a70a02790e8394f01d32c96cf91ea188e94df8e1f2cbee2e4917d790cfa2488f501" } }, "receipt_sha256": "4903115f4d6974e8148bbcbdb6ac8dfa3bd24c70d53511e3c4d418a8879a4fa5" }, { "storm_id": "256753", "lat": 36.6838, "lon": -78.1454, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2307.0, "ebshear": 25.0, "srh01": 49.0, "maxllaz": 0.003, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 34.0764 }, { "name": "alignment", "value": -1.5888 }, { "name": "tau", "value": 3.0255 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1659 }, "coherence_score": 3.0254673957824707, "coherence_diagnostics": { "tau": 3.0254673957824707, "grad_tau": 0.2189033478498459, "torsion": 0.0, "alignment": -1.5887575149536133, "S_field": 0.45066553354263306, "Gamma_field": 0.2103727161884308, "S_over_Gamma": 2.1422243118286133, "Da": 12.840239524841309, "E_coh": 0.6167927384376526, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.15, 36.75 ], [ -78.11, 36.75 ], [ -78.08, 36.73 ], [ -78.08, 36.67 ], [ -78.1, 36.65 ], [ -78.12, 36.61 ], [ -78.14, 36.6 ], [ -78.22, 36.6 ], [ -78.22, 36.66 ], [ -78.2, 36.67 ], [ -78.16, 36.71 ], [ -78.16, 36.74 ], [ -78.15, 36.75 ] ] ] }, "raw_probability": 0.1659, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f0f7586188311896008316e1617128dce53a71d9ecfed43564eaec21df4ae644", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1659, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "55f224431011b8feae8d06ab5f933f7a5686f643e656691ab8327497a181734d", "signature": { "alg": "ed25519", "sig": "684507b026ebd7aca14b6d43c0b86bb36f20e39ce5b6d39212e8a5352c1db9ef9925856f26478d315f2812c457812fe9204b3690f99d22c7c0ec814808578806" } }, "receipt_sha256": "55f224431011b8feae8d06ab5f933f7a5686f643e656691ab8327497a181734d" }, { "storm_id": "255775", "lat": 34.5471, "lon": -78.7243, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2437.0, "ebshear": 12.0, "srh01": 64.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 52.3264 }, { "name": "alignment", "value": -3.2336 }, { "name": "tau", "value": 3.6053 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1656 }, "coherence_score": 3.605255603790283, "coherence_diagnostics": { "tau": 3.605255603790283, "grad_tau": 0.22429165244102478, "torsion": 0.0, "alignment": -3.233599901199341, "S_field": 0.596594512462616, "Gamma_field": 0.24703939259052277, "S_over_Gamma": 2.4149773120880127, "Da": 15.287154197692871, "E_coh": 0.8095471858978271, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.75, 34.63 ], [ -78.72, 34.63 ], [ -78.71, 34.62 ], [ -78.71, 34.59 ], [ -78.66, 34.54 ], [ -78.66, 34.48 ], [ -78.67, 34.47 ], [ -78.72, 34.47 ], [ -78.73, 34.46 ], [ -78.75, 34.47 ], [ -78.75, 34.53 ], [ -78.78, 34.56 ], [ -78.78, 34.58 ], [ -78.75, 34.63 ] ] ] }, "raw_probability": 0.1656, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a2b52de1c3c52138a23306048a886ae9068371b492ea319a765dfbedaef8b76e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1656, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba7e5e2848901686eb675e6aedc2a5304e8bc65a445fbed9b7700c8240636e24", "signature": { "alg": "ed25519", "sig": "ebd21cc3d36027426d15dd2418713bb41b50b581c82cbb578763607ab2e34a241440eee0c5fa81380979e4652ce5ca452aebb00de4d922183340ca068fe8290e" } }, "receipt_sha256": "ba7e5e2848901686eb675e6aedc2a5304e8bc65a445fbed9b7700c8240636e24" }, { "storm_id": "256154", "lat": 29.9337, "lon": -85.7306, "motion_east": 6.5, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2393.0, "ebshear": 14.0, "srh01": 47.0, "maxllaz": 0.006, "mesh": 0.09, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 51.2014 }, { "name": "alignment", "value": 4.9808 }, { "name": "tau", "value": 1.3885 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1654 }, "coherence_score": 1.3884694576263428, "coherence_diagnostics": { "tau": 1.3884694576263428, "grad_tau": 0.7607910633087158, "torsion": 0.0, "alignment": 4.980798244476318, "S_field": 0.2429584562778473, "Gamma_field": 1.3620394468307495, "S_over_Gamma": 0.17837843298912048, "Da": 82.83970642089844, "E_coh": 0.4552595913410187, "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": [ [ [ -85.74, 30.03 ], [ -85.7, 30.03 ], [ -85.7, 29.99 ], [ -85.69, 29.98 ], [ -85.69, 29.96 ], [ -85.63, 29.89 ], [ -85.63, 29.86 ], [ -85.66, 29.82 ], [ -85.73, 29.82 ], [ -85.79, 29.87 ], [ -85.8, 29.87 ], [ -85.82, 29.9 ], [ -85.81, 29.94 ], [ -85.78, 29.97 ], [ -85.78, 29.98 ], [ -85.74, 30.03 ] ] ] }, "raw_probability": 0.1654, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d092485fc12c1f09ccc06775a36957338c2b17fee92645e043865289f6e9474a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1654, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a24c3c1b5df4d74f674188108f80a5931013a9b1ab1d6f3380a6156b98fe80f1", "signature": { "alg": "ed25519", "sig": "561b7d6fcc37cb6259c691fcc7c95a5f302a0795ecaeb647843376a8be92a99e91028b4e40f5d43a277f961ba4a23bef53e8552b7804b398cde278dbc590c107" } }, "receipt_sha256": "a24c3c1b5df4d74f674188108f80a5931013a9b1ab1d6f3380a6156b98fe80f1" }, { "storm_id": "256434", "lat": 32.6733, "lon": -80.7922, "motion_east": 4.0, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2248.0, "ebshear": 20.0, "srh01": 24.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 67.5764 }, { "name": "alignment", "value": 7.6541 }, { "name": "tau", "value": 3.4962 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1599 }, "coherence_score": 3.4962310791015625, "coherence_diagnostics": { "tau": 3.4962310791015625, "grad_tau": 0.37753647565841675, "torsion": 0.0, "alignment": 7.6541032791137695, "S_field": 0.739767849445343, "Gamma_field": 0.15203939378261566, "S_over_Gamma": 4.8656325340271, "Da": 10.054699897766113, "E_coh": 0.8182939291000366, "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": [ [ [ -80.82, 32.71 ], [ -80.77, 32.71 ], [ -80.75, 32.69 ], [ -80.74, 32.66 ], [ -80.76, 32.62 ], [ -80.81, 32.62 ], [ -80.83, 32.64 ], [ -80.83, 32.7 ], [ -80.82, 32.71 ] ] ] }, "raw_probability": 0.1599, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0dccef73fe44c062d9d94784fb1a62a0d9bbc4f3f3cf74c2a3f52d6e70e9bf2d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1599, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1455f09cd65c5a536854a322cbf61432deba21e3eaf624a127c714b415d38a8e", "signature": { "alg": "ed25519", "sig": "6141d3dea1725ef874df9eb2ad90e43805bdc8022da69ace958f1d23fef254db6551f896873579099f5ae463a7865fa5ac397b6bf0300fce69098f1109654b0b" } }, "receipt_sha256": "1455f09cd65c5a536854a322cbf61432deba21e3eaf624a127c714b415d38a8e" }, { "storm_id": "255677", "lat": 30.2613, "lon": -82.9694, "motion_east": 5.0, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2343.0, "ebshear": 19.0, "srh01": 37.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 56.4514 }, { "name": "alignment", "value": 0.3953 }, { "name": "tau", "value": 3.1437 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1596 }, "coherence_score": 3.1437172889709473, "coherence_diagnostics": { "tau": 3.1437172889709473, "grad_tau": 0.2617991268634796, "torsion": 0.0, "alignment": 0.3952866196632385, "S_field": 0.9447982907295227, "Gamma_field": 0.3312060832977295, "S_over_Gamma": 2.8525993824005127, "Da": 21.323209762573242, "E_coh": 0.9327700734138489, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.93, 30.36 ], [ -82.89, 30.35 ], [ -82.89, 30.3 ], [ -82.92, 30.27 ], [ -82.92, 30.23 ], [ -82.94, 30.21 ], [ -82.94, 30.2 ], [ -83.0, 30.15 ], [ -83.07, 30.15 ], [ -83.08, 30.17 ], [ -83.08, 30.21 ], [ -83.04, 30.26 ], [ -82.98, 30.29 ], [ -82.95, 30.32 ], [ -82.95, 30.35 ], [ -82.93, 30.36 ] ] ] }, "raw_probability": 0.1596, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ab0d28f5bba0489b94731876007ee4f22cc01107d9ca05af64cf9035cfb2367c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1596, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "128ef6369d72c75e0be5fdeb0bb92b00247f30a3152075e6724d2d47c46b7357", "signature": { "alg": "ed25519", "sig": "1bfe0e2b1f0bd3f5dfb5de78dbb44170ef6dd7ea0486687d39cfbb4fe90e82bd94cd6708449df117704f9fbf9550d49960578e2aa95d619808b3b7ad50dc4806" } }, "receipt_sha256": "128ef6369d72c75e0be5fdeb0bb92b00247f30a3152075e6724d2d47c46b7357" }, { "storm_id": "256492", "lat": 41.0079, "lon": -81.1689, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1126.0, "ebshear": 35.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 49.3264 }, { "name": "alignment", "value": -1.3152 }, { "name": "tau", "value": 1.3684 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1578 }, "coherence_score": 1.3684146404266357, "coherence_diagnostics": { "tau": 1.3684146404266357, "grad_tau": 0.37807148694992065, "torsion": 0.0, "alignment": -1.3152191638946533, "S_field": 0.18311423063278198, "Gamma_field": 0.5253727436065674, "S_over_Gamma": 0.3485415577888489, "Da": 31.165868759155273, "E_coh": 0.16400480270385742, "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": [ [ [ -81.09, 41.08 ], [ -81.09, 41.06 ], [ -81.1, 41.06 ], [ -81.14, 41.03 ], [ -81.14, 41.0 ], [ -81.17, 40.96 ], [ -81.17, 40.95 ], [ -81.19, 40.93 ], [ -81.23, 40.91 ], [ -81.26, 40.91 ], [ -81.28, 40.94 ], [ -81.26, 40.98 ], [ -81.22, 41.01 ], [ -81.18, 41.02 ], [ -81.17, 41.03 ], [ -81.16, 41.07 ], [ -81.14, 41.07 ], [ -81.13, 41.06 ], [ -81.09, 41.08 ] ] ] }, "raw_probability": 0.1578, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "603789e74868ab662947c4f9a511edbb2e31e4bb8f7e80aa08e857aad973eeda", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1578, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8909b74c8a87cd63ba2561b6f578b7c5756f002a7f7863183e92b61f6657269d", "signature": { "alg": "ed25519", "sig": "e4d4c52703a5a87a820c16f6efd1d8225ab883c6b4498edf37ac6706690b07ec29a4cfcd0cd2524f994a7e40f3bf0423e88ebb8f30764f4b4650d65752ad050c" } }, "receipt_sha256": "8909b74c8a87cd63ba2561b6f578b7c5756f002a7f7863183e92b61f6657269d" }, { "storm_id": "256549", "lat": 47.7181, "lon": -68.8665, "motion_east": 2.4, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1007.0, "ebshear": 20.0, "srh01": 55.0, "maxllaz": 0.004, "mesh": 0.55, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": -4.2506 }, { "name": "tau", "value": 0.6422 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1572 }, "coherence_score": 0.642208456993103, "coherence_diagnostics": { "tau": 0.642208456993103, "grad_tau": 0.24487338960170746, "torsion": 0.0, "alignment": -4.25056791305542, "S_field": 0.3676742911338806, "Gamma_field": 0.33953940868377686, "S_over_Gamma": 1.0828619003295898, "Da": 21.7091064453125, "E_coh": 0.713176965713501, "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": [ [ [ -68.75, 47.89 ], [ -68.71, 47.89 ], [ -68.7, 47.88 ], [ -68.7, 47.83 ], [ -68.75, 47.79 ], [ -68.8, 47.69 ], [ -68.83, 47.66 ], [ -68.87, 47.64 ], [ -68.89, 47.64 ], [ -68.94, 47.61 ], [ -68.92, 47.59 ], [ -68.92, 47.55 ], [ -68.94, 47.54 ], [ -68.97, 47.54 ], [ -68.98, 47.55 ], [ -68.98, 47.6 ], [ -68.99, 47.61 ], [ -68.99, 47.64 ], [ -69.0, 47.65 ], [ -69.0, 47.69 ], [ -68.97, 47.71 ], [ -68.91, 47.72 ], [ -68.86, 47.77 ], [ -68.86, 47.78 ], [ -68.85, 47.78 ], [ -68.83, 47.8 ], [ -68.83, 47.81 ], [ -68.81, 47.83 ], [ -68.8, 47.83 ], [ -68.76, 47.86 ], [ -68.75, 47.89 ] ] ] }, "raw_probability": 0.1572, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d1ddf56bf79dfc667320ca0e2c6d9c52b912ece6ac0115513ddce8fcc2b98c8b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1572, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "077be679e6c10386c10cdb9a97c8533704e8713567827fe400ac4000dd13cd0b", "signature": { "alg": "ed25519", "sig": "f9af3afb5ea02ce8466dcf4d2579b27f0184ae8636de0ed6fac1758de33e7cb51374b26d7f1abb71a8d2faa7d156895cd04cde36d174fe66bcfded14d8598a0d" } }, "receipt_sha256": "077be679e6c10386c10cdb9a97c8533704e8713567827fe400ac4000dd13cd0b" }, { "storm_id": "256895", "lat": 39.0688, "lon": -81.3, "motion_east": 6.0, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2015.0, "ebshear": 29.0, "srh01": 62.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 39.3264 }, { "name": "alignment", "value": 0.1608 }, { "name": "tau", "value": 1.6561 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1571 }, "coherence_score": 1.6561050415039062, "coherence_diagnostics": { "tau": 1.6561050415039062, "grad_tau": 0.3599715828895569, "torsion": 0.0, "alignment": 0.1608307659626007, "S_field": 0.1926005482673645, "Gamma_field": 0.4753727316856384, "S_over_Gamma": 0.4051569104194641, "Da": 27.920482635498047, "E_coh": 0.5544542670249939, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.31, 39.11 ], [ -81.3, 39.11 ], [ -81.27, 39.07 ], [ -81.27, 39.05 ], [ -81.29, 39.03 ], [ -81.32, 39.03 ], [ -81.33, 39.04 ], [ -81.31, 39.11 ] ] ] }, "raw_probability": 0.1571, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "16f9e21813ebd76ad9a70b5e1e730a0efd4ec69f441f6ba6b56df2e432ecf21e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1571, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "63d28b9a43fcb5b956a18e42d3207571a1df719bd236e2f8fa3c8ee45cba55cc", "signature": { "alg": "ed25519", "sig": "a79c5d97c923c23fccab3886ef84658b155f4280023e8cc61fcb90ffaabe79c50c8388cabffd21cbd2d058b55484c9e75be20e77f0c4d791ef713e080a3cbe08" } }, "receipt_sha256": "63d28b9a43fcb5b956a18e42d3207571a1df719bd236e2f8fa3c8ee45cba55cc" }, { "storm_id": "256209", "lat": 38.9164, "lon": -81.3782, "motion_east": 6.5, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1989.0, "ebshear": 27.0, "srh01": 58.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 39.3264 }, { "name": "alignment", "value": 0.1608 }, { "name": "tau", "value": 1.6561 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1564 }, "coherence_score": 1.6561050415039062, "coherence_diagnostics": { "tau": 1.6561050415039062, "grad_tau": 0.3599715828895569, "torsion": 0.0, "alignment": 0.1608307659626007, "S_field": 0.1926005482673645, "Gamma_field": 0.4753727316856384, "S_over_Gamma": 0.4051569104194641, "Da": 27.920482635498047, "E_coh": 0.5544542670249939, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.35, 38.97 ], [ -81.33, 38.97 ], [ -81.34, 38.89 ], [ -81.35, 38.88 ], [ -81.4, 38.88 ], [ -81.41, 38.87 ], [ -81.42, 38.88 ], [ -81.42, 38.91 ], [ -81.4, 38.92 ], [ -81.39, 38.94 ], [ -81.35, 38.97 ] ] ] }, "raw_probability": 0.1564, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6be9b0431fd9ec47cf78bb453e7c0981fe09a864208fed3d676d4be625076b55", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1564, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ad01a2d42a63fe41635eea9b505e443d0d2a213d14b3f29ea9377f18fe5ad44", "signature": { "alg": "ed25519", "sig": "5f8892a4baac3912fa600fbea8aa66224e3d312ee36fc3ab5ad6c9b7e520cac3dbbeadbd8af5ca0407b1721c6420ef777a28d7bdd6d8f91039e42c1cbc53ca02" } }, "receipt_sha256": "3ad01a2d42a63fe41635eea9b505e443d0d2a213d14b3f29ea9377f18fe5ad44" }, { "storm_id": "256856", "lat": 38.8178, "lon": -81.2956, "motion_east": 6.7, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1834.0, "ebshear": 27.0, "srh01": 58.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 39.3264 }, { "name": "alignment", "value": 0.1608 }, { "name": "tau", "value": 1.6561 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1564 }, "coherence_score": 1.6561050415039062, "coherence_diagnostics": { "tau": 1.6561050415039062, "grad_tau": 0.3599715828895569, "torsion": 0.0, "alignment": 0.1608307659626007, "S_field": 0.1926005482673645, "Gamma_field": 0.4753727316856384, "S_over_Gamma": 0.4051569104194641, "Da": 27.920482635498047, "E_coh": 0.5544542670249939, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.31, 38.86 ], [ -81.27, 38.86 ], [ -81.25, 38.84 ], [ -81.25, 38.8 ], [ -81.28, 38.76 ], [ -81.31, 38.76 ], [ -81.34, 38.8 ], [ -81.34, 38.82 ], [ -81.31, 38.86 ] ] ] }, "raw_probability": 0.1564, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6be9b0431fd9ec47cf78bb453e7c0981fe09a864208fed3d676d4be625076b55", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1564, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ad01a2d42a63fe41635eea9b505e443d0d2a213d14b3f29ea9377f18fe5ad44", "signature": { "alg": "ed25519", "sig": "5f8892a4baac3912fa600fbea8aa66224e3d312ee36fc3ab5ad6c9b7e520cac3dbbeadbd8af5ca0407b1721c6420ef777a28d7bdd6d8f91039e42c1cbc53ca02" } }, "receipt_sha256": "3ad01a2d42a63fe41635eea9b505e443d0d2a213d14b3f29ea9377f18fe5ad44" }, { "storm_id": "256243", "lat": 29.378, "lon": -86.8145, "motion_east": 3.8, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2745.0, "ebshear": 13.0, "srh01": 34.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 57.9514 }, { "name": "alignment", "value": 8.858 }, { "name": "tau", "value": 0.898 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1534 }, "coherence_score": 0.8979912996292114, "coherence_diagnostics": { "tau": 0.8979912996292114, "grad_tau": 0.2462874799966812, "torsion": 0.0, "alignment": 8.857985496520996, "S_field": 0.18470966815948486, "Gamma_field": 2.7595391273498535, "S_over_Gamma": 0.0669349730014801, "Da": 159.84701538085938, "E_coh": 0.023373382166028023, "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": [ [ [ -86.85, 29.42 ], [ -86.83, 29.41 ], [ -86.81, 29.42 ], [ -86.78, 29.42 ], [ -86.77, 29.41 ], [ -86.7, 29.41 ], [ -86.69, 29.4 ], [ -86.69, 29.36 ], [ -86.73, 29.34 ], [ -86.75, 29.34 ], [ -86.76, 29.33 ], [ -86.85, 29.33 ], [ -86.86, 29.32 ], [ -86.87, 29.33 ], [ -86.91, 29.34 ], [ -86.92, 29.35 ], [ -86.92, 29.39 ], [ -86.89, 29.41 ], [ -86.86, 29.41 ], [ -86.85, 29.42 ] ] ] }, "raw_probability": 0.1534, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f353ac9988fe5bb98a071b8680362739d84f893f8727d8b4177ee778fa747fa1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1534, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e0159b1fb7c0d8483dee26fc61cdafbf7e8cd1016ee8cf617d4c86b7a41752b0", "signature": { "alg": "ed25519", "sig": "5d34b76b0f0403e78b8cca6693ac44f05f97f5584923edd4228098b4174dcbfdacb46c1c4efd7c694d2d8c9e09c914955008d9458cd47d4314772732071bf700" } }, "receipt_sha256": "e0159b1fb7c0d8483dee26fc61cdafbf7e8cd1016ee8cf617d4c86b7a41752b0" }, { "storm_id": "255604", "lat": 33.5037, "lon": -75.5368, "motion_east": 3.4, "motion_south": -10.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2675.0, "ebshear": 20.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 61.8264 }, { "name": "alignment", "value": -4.2849 }, { "name": "tau", "value": 3.5941 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1533 }, "coherence_score": 3.594139575958252, "coherence_diagnostics": { "tau": 3.594139575958252, "grad_tau": 0.08973588049411774, "torsion": 0.0, "alignment": -4.284857273101807, "S_field": 0.6621346473693848, "Gamma_field": 0.17787271738052368, "S_over_Gamma": 3.7225193977355957, "Da": 11.53742790222168, "E_coh": 0.92767333984375, "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": [ [ [ -75.52, 33.61 ], [ -75.48, 33.59 ], [ -75.48, 33.55 ], [ -75.47, 33.54 ], [ -75.47, 33.52 ], [ -75.48, 33.51 ], [ -75.48, 33.47 ], [ -75.49, 33.45 ], [ -75.53, 33.41 ], [ -75.55, 33.4 ], [ -75.59, 33.4 ], [ -75.61, 33.42 ], [ -75.61, 33.46 ], [ -75.6, 33.47 ], [ -75.6, 33.5 ], [ -75.59, 33.51 ], [ -75.59, 33.55 ], [ -75.54, 33.6 ], [ -75.52, 33.61 ] ] ] }, "raw_probability": 0.1533, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "90bc693b0bb6990064d53119c841d1b3a8016e80a54efaaa9645945878781da8", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1533, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "99b131ef74b6c1bfe88b9a072e51ebb991fddb988d8fd09583d54d2d8668864d", "signature": { "alg": "ed25519", "sig": "a25707247c2c12654f0456f147338f12f0ff7dcae2a97def8c1fb3805cd9aa9efeb0006839c3dbb8a8619d14e2f341da867729eb5925d8b6b52800e76579ce08" } }, "receipt_sha256": "99b131ef74b6c1bfe88b9a072e51ebb991fddb988d8fd09583d54d2d8668864d" }, { "storm_id": "256840", "lat": 47.4933, "lon": -68.7656, "motion_east": 2.5, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 885.0, "ebshear": 20.0, "srh01": 53.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": -4.2506 }, { "name": "tau", "value": 0.6422 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1528 }, "coherence_score": 0.642208456993103, "coherence_diagnostics": { "tau": 0.642208456993103, "grad_tau": 0.24487338960170746, "torsion": 0.0, "alignment": -4.25056791305542, "S_field": 0.3676742911338806, "Gamma_field": 0.33953940868377686, "S_over_Gamma": 1.0828619003295898, "Da": 21.7091064453125, "E_coh": 0.713176965713501, "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": [ [ [ -68.76, 47.52 ], [ -68.73, 47.52 ], [ -68.74, 47.47 ], [ -68.75, 47.45 ], [ -68.79, 47.45 ], [ -68.79, 47.49 ], [ -68.8, 47.51 ], [ -68.77, 47.51 ], [ -68.76, 47.52 ] ] ] }, "raw_probability": 0.1528, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2686de9d13ec387899f2b5792d089025b4ed558b39d3128621cb7dc4887430c9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1528, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8583ee3ac23c49fa3707f87f77cd70126e63310be7ef7a27224bfa8ff8a6b60e", "signature": { "alg": "ed25519", "sig": "06ef7c82481dcaa05969828121b628d85cce0401ccb6e6d2814177cc1681b8611333154d0590d147c1be59875ddd58c1a02dad644f688a5332e03bfd92f1ea00" } }, "receipt_sha256": "8583ee3ac23c49fa3707f87f77cd70126e63310be7ef7a27224bfa8ff8a6b60e" }, { "storm_id": "256461", "lat": 33.3506, "lon": -82.3769, "motion_east": 4.8, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2892.0, "ebshear": 28.0, "srh01": 54.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 40.3264 }, { "name": "alignment", "value": 2.3702 }, { "name": "tau", "value": 2.7149 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1522 }, "coherence_score": 2.714907169342041, "coherence_diagnostics": { "tau": 2.714907169342041, "grad_tau": 0.6373248100280762, "torsion": 0.0, "alignment": 2.370156764984131, "S_field": 0.6742295622825623, "Gamma_field": 0.2662060558795929, "S_over_Gamma": 2.532735586166382, "Da": 15.55518913269043, "E_coh": 0.8877635598182678, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.46, 33.42 ], [ -82.42, 33.42 ], [ -82.4, 33.41 ], [ -82.4, 33.4 ], [ -82.37, 33.37 ], [ -82.33, 33.38 ], [ -82.3, 33.36 ], [ -82.29, 33.34 ], [ -82.3, 33.33 ], [ -82.31, 33.28 ], [ -82.33, 33.26 ], [ -82.38, 33.26 ], [ -82.41, 33.29 ], [ -82.41, 33.3 ], [ -82.46, 33.37 ], [ -82.46, 33.42 ] ] ] }, "raw_probability": 0.1522, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d02a0153c90666726955bef8dd495e672b6ba9f055e451493f7920372a613e7e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1522, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "56fcd78c12b3304f11729ab8c60a247514591a50263afb9fdb93e822a0c5abfb", "signature": { "alg": "ed25519", "sig": "202cb66ffb6c43b6b29de17f9d5543986f5f689e8bdad35154958e87f126015df00cac09998de2e62dd7c0d59c7e98cd92ed2e4632111c5cc9dcde17c41a4f06" } }, "receipt_sha256": "56fcd78c12b3304f11729ab8c60a247514591a50263afb9fdb93e822a0c5abfb" }, { "storm_id": "256373", "lat": 41.35, "lon": -81.0264, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1377.0, "ebshear": 39.0, "srh01": 57.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 49.3264 }, { "name": "alignment", "value": -1.3152 }, { "name": "tau", "value": 1.3684 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.152 }, "coherence_score": 1.3684146404266357, "coherence_diagnostics": { "tau": 1.3684146404266357, "grad_tau": 0.37807148694992065, "torsion": 0.0, "alignment": -1.3152191638946533, "S_field": 0.18311423063278198, "Gamma_field": 0.5253727436065674, "S_over_Gamma": 0.3485415577888489, "Da": 31.165868759155273, "E_coh": 0.16400480270385742, "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": [ [ [ -81.03, 41.4 ], [ -81.0, 41.4 ], [ -80.99, 41.38 ], [ -80.99, 41.35 ], [ -81.03, 41.31 ], [ -81.03, 41.29 ], [ -81.05, 41.29 ], [ -81.06, 41.3 ], [ -81.06, 41.35 ], [ -81.02, 41.38 ], [ -81.03, 41.4 ] ] ] }, "raw_probability": 0.152, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d0b63b604c8f2bce6140ffccf388edf96169b9ef54f93e9647a49cb090569511", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.152, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9bdb6b470fbb51cffd5f5ec007a84fab656288e249e7fa2d65c60f95cbb90e4a", "signature": { "alg": "ed25519", "sig": "e148393a66865e3dd8759cc3a0d875a69a8856b3262e0c5ac74a14f4885e69cdad2a7eb4115e6a836d6c9e758d1993e5c28e6bc8e9a7bea8cf57dd2da3511b05" } }, "receipt_sha256": "9bdb6b470fbb51cffd5f5ec007a84fab656288e249e7fa2d65c60f95cbb90e4a" }, { "storm_id": "256869", "lat": 30.3567, "lon": -82.74, "motion_east": 4.8, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2046.0, "ebshear": 19.0, "srh01": 36.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 56.4514 }, { "name": "alignment", "value": 0.3953 }, { "name": "tau", "value": 3.1437 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1516 }, "coherence_score": 3.1437172889709473, "coherence_diagnostics": { "tau": 3.1437172889709473, "grad_tau": 0.2617991268634796, "torsion": 0.0, "alignment": 0.3952866196632385, "S_field": 0.9447982907295227, "Gamma_field": 0.3312060832977295, "S_over_Gamma": 2.8525993824005127, "Da": 21.323209762573242, "E_coh": 0.9327700734138489, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.7, 30.39 ], [ -82.71, 30.33 ], [ -82.75, 30.31 ], [ -82.78, 30.31 ], [ -82.78, 30.35 ], [ -82.77, 30.37 ], [ -82.75, 30.38 ], [ -82.72, 30.38 ], [ -82.7, 30.39 ] ] ] }, "raw_probability": 0.1516, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "19d2e973b2b2d13fcdca609ed7b2bf9432295de00d3c0b2312a7d58592732f2f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1516, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "87d045ee2058b5bd6fae70f07cff8933f77a218fd6aec17ecc2ecde6e6d837f0", "signature": { "alg": "ed25519", "sig": "727ca35e1b83cd783eca51d7a18c1db52c9d7800ba5f18fc45cdc6c187115b719b2f3656a584c8d95ed17f84e62c249be246c693e419f5337492bf33d6fc9d08" } }, "receipt_sha256": "87d045ee2058b5bd6fae70f07cff8933f77a218fd6aec17ecc2ecde6e6d837f0" }, { "storm_id": "256901", "lat": 34.4469, "lon": -75.4944, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2492.0, "ebshear": 26.0, "srh01": 21.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 62.9514 }, { "name": "alignment", "value": -4.0981 }, { "name": "tau", "value": 3.54 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1515 }, "coherence_score": 3.5400288105010986, "coherence_diagnostics": { "tau": 3.5400288105010986, "grad_tau": 0.11006496846675873, "torsion": 0.0, "alignment": -4.098118782043457, "S_field": 0.6139425039291382, "Gamma_field": 0.1670393943786621, "S_over_Gamma": 3.6754353046417236, "Da": 10.586562156677246, "E_coh": 0.7729188799858093, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.54, 34.48 ], [ -75.53, 34.47 ], [ -75.52, 34.47 ], [ -75.51, 34.47 ], [ -75.5, 34.47 ], [ -75.49, 34.47 ], [ -75.48, 34.48 ], [ -75.47, 34.48 ], [ -75.46, 34.48 ], [ -75.46, 34.47 ], [ -75.46, 34.46 ], [ -75.46, 34.45 ], [ -75.46, 34.44 ], [ -75.46, 34.43 ], [ -75.46, 34.42 ], [ -75.46, 34.41 ], [ -75.46, 34.4 ], [ -75.47, 34.39 ], [ -75.48, 34.39 ], [ -75.49, 34.39 ], [ -75.49, 34.4 ], [ -75.5, 34.41 ], [ -75.51, 34.41 ], [ -75.5, 34.42 ], [ -75.49, 34.43 ], [ -75.48, 34.44 ], [ -75.48, 34.45 ], [ -75.49, 34.46 ], [ -75.5, 34.47 ], [ -75.51, 34.47 ], [ -75.52, 34.47 ], [ -75.53, 34.47 ], [ -75.54, 34.46 ], [ -75.55, 34.46 ], [ -75.55, 34.47 ], [ -75.54, 34.48 ] ] ] }, "raw_probability": 0.1515, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "852e7a7afac06514cfcebc439eefc9150d9cc5de69ac54ba7a0ed307465bf26d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1515, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c689fa673f21121acbe7153feb72f8f11d8232962931c30f158f4698ac2b464e", "signature": { "alg": "ed25519", "sig": "b7d94cd49cb321b818e83da35265f4187c66950129c1c16796dfdf848e95c33e7bf2231ecb0e4a7d26ba1256c4c216f04f2a065c3eb1d376cbeb1a70de476008" } }, "receipt_sha256": "c689fa673f21121acbe7153feb72f8f11d8232962931c30f158f4698ac2b464e" }, { "storm_id": "256843", "lat": 46.5288, "lon": -70.0288, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 612.0, "ebshear": 24.0, "srh01": 27.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 37.4514 }, { "name": "alignment", "value": -7.0439 }, { "name": "tau", "value": 1.0826 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.149 }, "coherence_score": 1.082646131515503, "coherence_diagnostics": { "tau": 1.082646131515503, "grad_tau": 0.1400287002325058, "torsion": 0.0, "alignment": -7.043874740600586, "S_field": 0.5475884079933167, "Gamma_field": 0.19120605289936066, "S_over_Gamma": 2.863865375518799, "Da": 12.013603210449219, "E_coh": 0.6456432342529297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -70.05, 46.56 ], [ -70.0, 46.56 ], [ -69.99, 46.55 ], [ -69.99, 46.5 ], [ -70.01, 46.48 ], [ -70.07, 46.48 ], [ -70.07, 46.54 ], [ -70.05, 46.56 ] ] ] }, "raw_probability": 0.149, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7556e18b1be638beb7f1fa2b9c6c3299161e319b2f8f879fd31c5150b9825e53", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.149, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5eaaf4a13ab8e5cd030ef4d2153134ca659922559b015578b6c8c9698028de0a", "signature": { "alg": "ed25519", "sig": "5f5ba7c0fd1827d8976a5bbfd6d3a4df2b3c0006b4c59755dc31940f820813346b11972d3532a643e82576625bd06707406b17617bb2124ac1850a6056e5d106" } }, "receipt_sha256": "5eaaf4a13ab8e5cd030ef4d2153134ca659922559b015578b6c8c9698028de0a" }, { "storm_id": "256433", "lat": 33.4838, "lon": -81.98, "motion_east": 3.6, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2550.0, "ebshear": 27.0, "srh01": 54.0, "maxllaz": 0.004, "mesh": 0.19, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 40.3264 }, { "name": "alignment", "value": 2.3702 }, { "name": "tau", "value": 2.7149 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1479 }, "coherence_score": 2.714907169342041, "coherence_diagnostics": { "tau": 2.714907169342041, "grad_tau": 0.6373248100280762, "torsion": 0.0, "alignment": 2.370156764984131, "S_field": 0.6742295622825623, "Gamma_field": 0.2662060558795929, "S_over_Gamma": 2.532735586166382, "Da": 15.55518913269043, "E_coh": 0.8877635598182678, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.08, 33.62 ], [ -82.01, 33.62 ], [ -81.97, 33.59 ], [ -81.97, 33.56 ], [ -81.96, 33.55 ], [ -81.96, 33.5 ], [ -81.93, 33.47 ], [ -81.92, 33.47 ], [ -81.88, 33.42 ], [ -81.89, 33.41 ], [ -81.89, 33.37 ], [ -81.91, 33.35 ], [ -81.95, 33.36 ], [ -81.97, 33.38 ], [ -81.97, 33.4 ], [ -81.98, 33.41 ], [ -81.99, 33.45 ], [ -82.05, 33.48 ], [ -82.11, 33.54 ], [ -82.11, 33.59 ], [ -82.08, 33.62 ] ] ] }, "raw_probability": 0.1479, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "89936b3e5a1933f37d1335b3e3bb8afbd3fd38f2758b2f58c85d06f992f539bd", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1479, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8b1e44843aa051db63e1763ff0f4d84119fc477e201f39b5b245e59fb304fa2d", "signature": { "alg": "ed25519", "sig": "70793a0cb0fd1b3b2c5df09b21aabd3562ede07ec1c25749da8c5c3a9766c608ec79ef71c9a14a61aa9810afe43937e69ce5600642b494b85597d01fb319f408" } }, "receipt_sha256": "8b1e44843aa051db63e1763ff0f4d84119fc477e201f39b5b245e59fb304fa2d" }, { "storm_id": "256697", "lat": 35.02, "lon": -75.5064, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2592.0, "ebshear": 20.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 62.9514 }, { "name": "alignment", "value": -4.0981 }, { "name": "tau", "value": 3.54 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1468 }, "coherence_score": 3.5400288105010986, "coherence_diagnostics": { "tau": 3.5400288105010986, "grad_tau": 0.11006496846675873, "torsion": 0.0, "alignment": -4.098118782043457, "S_field": 0.6139425039291382, "Gamma_field": 0.1670393943786621, "S_over_Gamma": 3.6754353046417236, "Da": 10.586562156677246, "E_coh": 0.7729188799858093, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.56, 35.07 ], [ -75.51, 35.07 ], [ -75.48, 35.05 ], [ -75.48, 35.03 ], [ -75.47, 35.02 ], [ -75.47, 34.94 ], [ -75.48, 34.95 ], [ -75.49, 34.99 ], [ -75.52, 35.02 ], [ -75.55, 35.01 ], [ -75.56, 35.07 ] ] ] }, "raw_probability": 0.1468, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a6cdb7c445f6e29cfc598cf286d5e4ce72239c993469facd0d379822232614a7", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1468, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a7390513ba64326067657d8cca4197451394537da1776d1370ad88abf522d5c0", "signature": { "alg": "ed25519", "sig": "2b0931b35b5c5d0b06aa551ead892ca2efddb237beac851fcbfb1159bcc7e84345e3187629c1922c50d37a5b8f2d3d4312242a571d566188f364944a227a540e" } }, "receipt_sha256": "a7390513ba64326067657d8cca4197451394537da1776d1370ad88abf522d5c0" }, { "storm_id": "256907", "lat": 31.1929, "lon": -86.0021, "motion_east": 7.7, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3453.0, "ebshear": 23.0, "srh01": 64.0, "maxllaz": 0.005, "mesh": 0.18, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 37.8264 }, { "name": "alignment", "value": 1.9214 }, { "name": "tau", "value": 1.3234 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1467 }, "coherence_score": 1.3233709335327148, "coherence_diagnostics": { "tau": 1.3233709335327148, "grad_tau": 0.5004009008407593, "torsion": 0.0, "alignment": 1.9213694334030151, "S_field": 0.22265198826789856, "Gamma_field": 0.4695394039154053, "S_over_Gamma": 0.474192351102829, "Da": 28.01201629638672, "E_coh": 0.6989522576332092, "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": [ [ [ -85.92, 31.35 ], [ -85.86, 31.35 ], [ -85.86, 31.34 ], [ -85.83, 31.3 ], [ -85.83, 31.26 ], [ -85.91, 31.17 ], [ -85.99, 31.17 ], [ -86.01, 31.15 ], [ -86.0, 31.06 ], [ -86.03, 31.03 ], [ -86.04, 31.04 ], [ -86.07, 31.04 ], [ -86.09, 31.06 ], [ -86.14, 31.08 ], [ -86.15, 31.09 ], [ -86.15, 31.14 ], [ -86.13, 31.16 ], [ -86.11, 31.16 ], [ -86.08, 31.19 ], [ -86.08, 31.21 ], [ -86.07, 31.22 ], [ -86.05, 31.21 ], [ -86.02, 31.21 ], [ -85.96, 31.25 ], [ -85.93, 31.25 ], [ -85.91, 31.27 ], [ -85.92, 31.29 ], [ -85.92, 31.35 ] ] ] }, "raw_probability": 0.1467, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7ca938b67c71523e7c8448e987a561d634816d511c5a5ef813e32cd958dbe1b6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1467, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c971af4133823107087a1240b8c4a8b8060a14dd136a6ced06b299b42e8af73e", "signature": { "alg": "ed25519", "sig": "604fb661a3ccc06b090a2d3c40f2a777c7335480b39fd970c4c4dd20b382f2ea4e77d5c1b7232b5ba663ce834692a378887321a03105f707527cb5fc2a56440c" } }, "receipt_sha256": "c971af4133823107087a1240b8c4a8b8060a14dd136a6ced06b299b42e8af73e" }, { "storm_id": "256612", "lat": 29.9282, "lon": -84.9665, "motion_east": 5.8, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2358.0, "ebshear": 7.0, "srh01": 38.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 52.3264 }, { "name": "alignment", "value": -0.7879 }, { "name": "tau", "value": 2.272 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1465 }, "coherence_score": 2.2719907760620117, "coherence_diagnostics": { "tau": 2.2719907760620117, "grad_tau": 0.8863649964332581, "torsion": 0.0, "alignment": -0.7879494428634644, "S_field": 0.36056676506996155, "Gamma_field": 0.5153726935386658, "S_over_Gamma": 0.6996233463287354, "Da": 28.126893997192383, "E_coh": 0.888236403465271, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.97, 30.03 ], [ -84.92, 30.03 ], [ -84.9, 30.02 ], [ -84.88, 30.0 ], [ -84.85, 29.94 ], [ -84.88, 29.9 ], [ -84.9, 29.9 ], [ -84.95, 29.87 ], [ -84.97, 29.87 ], [ -85.0, 29.85 ], [ -85.02, 29.85 ], [ -85.05, 29.87 ], [ -85.04, 29.88 ], [ -85.05, 29.9 ], [ -85.04, 29.91 ], [ -85.04, 29.93 ], [ -84.97, 30.03 ] ] ] }, "raw_probability": 0.1465, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "5fe5d84f1024537fec2b91a695667a047352cf57685e9383766ddb265501118b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1465, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "320f82a65a76bd1f5c8cb00ab6a875db75d1a0409f6a833d98ea3bb4d59b8b72", "signature": { "alg": "ed25519", "sig": "2af2b2fcda7a5bb034720697cdd430dadf38b201da38d90efe1cf46b55a1ad0169ac731cd9f8ca85dc41b09d7a6e7e7cc2bdbd4411e5f9e45150801c8c620e0e" } }, "receipt_sha256": "320f82a65a76bd1f5c8cb00ab6a875db75d1a0409f6a833d98ea3bb4d59b8b72" }, { "storm_id": "255170", "lat": 38.7257, "lon": -80.7886, "motion_east": 7.1, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1414.0, "ebshear": 28.0, "srh01": 47.0, "maxllaz": 0.004, "mesh": 0.55, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 36.5764 }, { "name": "alignment", "value": 0.1123 }, { "name": "tau", "value": 2.1197 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1464 }, "coherence_score": 2.1196911334991455, "coherence_diagnostics": { "tau": 2.1196911334991455, "grad_tau": 0.4583304226398468, "torsion": 0.0, "alignment": 0.11233285069465637, "S_field": 0.3500167727470398, "Gamma_field": 0.24870605766773224, "S_over_Gamma": 1.4073512554168701, "Da": 14.287572860717773, "E_coh": 0.7051789164543152, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.75, 38.85 ], [ -80.74, 38.85 ], [ -80.73, 38.85 ], [ -80.72, 38.85 ], [ -80.71, 38.85 ], [ -80.71, 38.84 ], [ -80.7, 38.83 ], [ -80.7, 38.82 ], [ -80.7, 38.81 ], [ -80.7, 38.8 ], [ -80.69, 38.79 ], [ -80.69, 38.78 ], [ -80.7, 38.77 ], [ -80.7, 38.76 ], [ -80.7, 38.75 ], [ -80.7, 38.74 ], [ -80.71, 38.73 ], [ -80.72, 38.72 ], [ -80.73, 38.71 ], [ -80.73, 38.7 ], [ -80.74, 38.69 ], [ -80.75, 38.68 ], [ -80.76, 38.67 ], [ -80.77, 38.66 ], [ -80.78, 38.65 ], [ -80.79, 38.65 ], [ -80.8, 38.65 ], [ -80.81, 38.65 ], [ -80.82, 38.64 ], [ -80.83, 38.64 ], [ -80.84, 38.64 ], [ -80.85, 38.63 ], [ -80.86, 38.63 ], [ -80.87, 38.63 ], [ -80.88, 38.63 ], [ -80.89, 38.63 ], [ -80.9, 38.63 ], [ -80.89, 38.63 ], [ -80.88, 38.64 ], [ -80.87, 38.63 ], [ -80.86, 38.63 ], [ -80.85, 38.64 ], [ -80.85, 38.65 ], [ -80.85, 38.66 ], [ -80.85, 38.67 ], [ -80.85, 38.68 ], [ -80.85, 38.69 ], [ -80.85, 38.7 ], [ -80.85, 38.71 ], [ -80.84, 38.72 ], [ -80.84, 38.73 ], [ -80.83, 38.74 ], [ -80.83, 38.75 ], [ -80.82, 38.76 ], [ -80.81, 38.77 ], [ -80.8, 38.78 ], [ -80.8, 38.79 ], [ -80.79, 38.8 ], [ -80.79, 38.81 ], [ -80.78, 38.82 ], [ -80.77, 38.83 ], [ -80.76, 38.84 ], [ -80.75, 38.85 ] ] ] }, "raw_probability": 0.1464, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a20c6022c3bc1f823f80602f5a30209727fca9aa3b6189dc78deabba8d94c762", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1464, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dfdf522ec0627a251999952a62379f245920dec6b7eb7ed06f190ac12459ae12", "signature": { "alg": "ed25519", "sig": "63fbfa5b8039b618e34403c86093d6c530cacec4b27d8fcd89f017037262480a6adb6aad2ab60c336fc7dd41e21fc8153b1771913897015b1cd30fecf7e0380b" } }, "receipt_sha256": "dfdf522ec0627a251999952a62379f245920dec6b7eb7ed06f190ac12459ae12" }, { "storm_id": "255092", "lat": 34.4164, "lon": -83.7764, "motion_east": 6.1, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2308.0, "ebshear": 26.0, "srh01": 66.0, "maxllaz": 0.002, "mesh": 0.49, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 40.7014 }, { "name": "alignment", "value": 1.8843 }, { "name": "tau", "value": 1.3466 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1424 }, "coherence_score": 1.3466377258300781, "coherence_diagnostics": { "tau": 1.3466377258300781, "grad_tau": 0.29853060841560364, "torsion": 0.0, "alignment": 1.8843475580215454, "S_field": 0.1283981204032898, "Gamma_field": 0.24370606243610382, "S_over_Gamma": 0.5268564820289612, "Da": 14.50694751739502, "E_coh": 0.27693235874176025, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.76, 34.6 ], [ -83.72, 34.6 ], [ -83.71, 34.59 ], [ -83.71, 34.55 ], [ -83.74, 34.52 ], [ -83.73, 34.46 ], [ -83.71, 34.44 ], [ -83.71, 34.39 ], [ -83.76, 34.35 ], [ -83.77, 34.33 ], [ -83.76, 34.31 ], [ -83.79, 34.28 ], [ -83.8, 34.28 ], [ -83.81, 34.29 ], [ -83.84, 34.29 ], [ -83.85, 34.31 ], [ -83.85, 34.34 ], [ -83.84, 34.35 ], [ -83.84, 34.37 ], [ -83.81, 34.4 ], [ -83.81, 34.51 ], [ -83.76, 34.6 ] ] ] }, "raw_probability": 0.1424, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "649927bf369104eea66a924868be193d502ac6736a8e82194d52d93a9979b924", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1424, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9abdc445b411f4038a9717ee3909be27bc7ad42928daa6961172d9914650decb", "signature": { "alg": "ed25519", "sig": "cdb3edec6eea3f05dfe55f324a8fb21994ea1be95382acd40b6b732ce6ee06a5d2446bd2254ddc9d135af2116068c07c38158ff0524c3dd8955e95c97f1f8401" } }, "receipt_sha256": "9abdc445b411f4038a9717ee3909be27bc7ad42928daa6961172d9914650decb" }, { "storm_id": "256651", "lat": 48.7608, "lon": -67.4654, "motion_east": 2.1, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 547.0, "ebshear": 21.0, "srh01": 82.0, "maxllaz": 0.006, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 40.8264 }, { "name": "alignment", "value": 0.9948 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1418 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.19108878076076508, "torsion": 0.0, "alignment": 0.9948310852050781, "S_field": 0.163692444562912, "Gamma_field": 0.16787272691726685, "S_over_Gamma": 0.9750984907150269, "Da": 10.773100852966309, "E_coh": 0.5223989486694336, "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": [ [ [ -67.49, 48.86 ], [ -67.48, 48.86 ], [ -67.47, 48.86 ], [ -67.46, 48.86 ], [ -67.45, 48.86 ], [ -67.44, 48.86 ], [ -67.43, 48.86 ], [ -67.42, 48.86 ], [ -67.43, 48.85 ], [ -67.43, 48.84 ], [ -67.42, 48.83 ], [ -67.41, 48.82 ], [ -67.4, 48.81 ], [ -67.39, 48.81 ], [ -67.38, 48.81 ], [ -67.37, 48.8 ], [ -67.37, 48.79 ], [ -67.38, 48.78 ], [ -67.38, 48.77 ], [ -67.38, 48.76 ], [ -67.38, 48.75 ], [ -67.38, 48.74 ], [ -67.39, 48.73 ], [ -67.4, 48.73 ], [ -67.41, 48.72 ], [ -67.42, 48.72 ], [ -67.43, 48.71 ], [ -67.44, 48.7 ], [ -67.45, 48.69 ], [ -67.46, 48.68 ], [ -67.46, 48.67 ], [ -67.46, 48.66 ], [ -67.46, 48.65 ], [ -67.47, 48.65 ], [ -67.48, 48.64 ], [ -67.49, 48.64 ], [ -67.5, 48.64 ], [ -67.51, 48.64 ], [ -67.52, 48.64 ], [ -67.53, 48.64 ], [ -67.54, 48.65 ], [ -67.55, 48.66 ], [ -67.55, 48.67 ], [ -67.56, 48.68 ], [ -67.56, 48.69 ], [ -67.57, 48.7 ], [ -67.57, 48.71 ], [ -67.57, 48.72 ], [ -67.57, 48.73 ], [ -67.56, 48.74 ], [ -67.55, 48.74 ], [ -67.54, 48.75 ], [ -67.53, 48.75 ], [ -67.52, 48.75 ], [ -67.51, 48.76 ], [ -67.5, 48.76 ], [ -67.49, 48.77 ], [ -67.48, 48.78 ], [ -67.47, 48.79 ], [ -67.46, 48.8 ], [ -67.45, 48.81 ], [ -67.44, 48.81 ], [ -67.43, 48.82 ], [ -67.43, 48.83 ], [ -67.43, 48.84 ], [ -67.44, 48.85 ], [ -67.45, 48.84 ], [ -67.46, 48.85 ], [ -67.47, 48.86 ], [ -67.48, 48.86 ], [ -67.49, 48.86 ] ] ] }, "raw_probability": 0.1418, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "bcabd1212da55832bb2776a8b3da2c2f4cdc7d6b75f06c6e4f2d8c1b7466fc5e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1418, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c3def98c2732358fc07e84636529c03039f6665281ca67a66eff2d9a3918ec81", "signature": { "alg": "ed25519", "sig": "68f56c5f4214b69648641b9b134b7f281af29c60f3ee3d5cc1bb70a0673fd128fabb37be4bb11778b7f7508c416bd9a1d58c96a0c6556652e00fddede8b3c40c" } }, "receipt_sha256": "c3def98c2732358fc07e84636529c03039f6665281ca67a66eff2d9a3918ec81" }, { "storm_id": "256757", "lat": 35.0111, "lon": -81.1611, "motion_east": 6.1, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1923.0, "ebshear": 27.0, "srh01": 54.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 34.8264 }, { "name": "alignment", "value": 1.0034 }, { "name": "tau", "value": 2.6234 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1388 }, "coherence_score": 2.623356342315674, "coherence_diagnostics": { "tau": 2.623356342315674, "grad_tau": 0.6419155597686768, "torsion": 0.0, "alignment": 1.003396987915039, "S_field": 0.3775233030319214, "Gamma_field": 0.2820394039154053, "S_over_Gamma": 1.3385480642318726, "Da": 16.555856704711914, "E_coh": 0.8071285486221313, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.18, 35.04 ], [ -81.15, 35.04 ], [ -81.13, 35.03 ], [ -81.12, 34.99 ], [ -81.14, 34.97 ], [ -81.17, 34.97 ], [ -81.19, 34.99 ], [ -81.19, 35.03 ], [ -81.18, 35.04 ] ] ] }, "raw_probability": 0.1388, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ab6bc21cfdaf09519af9da30cc4e618be145c585ebb06ee2e67cae825ca76da4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1388, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7a004cd0946efc0a8e7e6892cffe1981d83a0b21668d4c646bef5f2dde59d52b", "signature": { "alg": "ed25519", "sig": "8a3da3c3aef9f4da817439cf6f68e42a8aa174daf375938d80def9b36fed0ef75a8c07fc1d9ea4734ac4d7cc6df9f1a4796b51aaa279c20f53b8fd298126f10f" } }, "receipt_sha256": "7a004cd0946efc0a8e7e6892cffe1981d83a0b21668d4c646bef5f2dde59d52b" }, { "storm_id": "256793", "lat": 36.0264, "lon": -78.5691, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2364.0, "ebshear": 24.0, "srh01": 43.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 46.5764 }, { "name": "alignment", "value": -1.1207 }, { "name": "tau", "value": 3.2134 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1386 }, "coherence_score": 3.2133822441101074, "coherence_diagnostics": { "tau": 3.2133822441101074, "grad_tau": 0.24419553577899933, "torsion": 0.0, "alignment": -1.1207278966903687, "S_field": 0.48130911588668823, "Gamma_field": 0.1970393806695938, "S_over_Gamma": 2.4427051544189453, "Da": 12.030120849609375, "E_coh": 0.7597331404685974, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.55, 36.07 ], [ -78.54, 36.06 ], [ -78.54, 36.01 ], [ -78.55, 35.99 ], [ -78.56, 35.99 ], [ -78.58, 35.97 ], [ -78.62, 35.97 ], [ -78.62, 36.04 ], [ -78.59, 36.06 ], [ -78.56, 36.06 ], [ -78.55, 36.07 ] ] ] }, "raw_probability": 0.1386, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b7845184ab0037dd8a01d8171ddc04f8bfaab2f83ca12173927bd569b9c766eb", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1386, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "80c98cf0378688945b8fea2ded211bc59db611c0f379acd5d68ed1c502b157d9", "signature": { "alg": "ed25519", "sig": "311eb7a94a29e007cfa8a238aebd72f2bdb862853ffb54a5fa685d1a6d6680e214674b5cb2e36082844a02a95aad7bf4c71a0733b652186ee406ea0f520bb607" } }, "receipt_sha256": "80c98cf0378688945b8fea2ded211bc59db611c0f379acd5d68ed1c502b157d9" }, { "storm_id": "256242", "lat": 29.5103, "lon": -83.6973, "motion_east": 5.7, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2504.0, "ebshear": 16.0, "srh01": 43.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 55.8264 }, { "name": "alignment", "value": 2.5412 }, { "name": "tau", "value": 3.0872 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1362 }, "coherence_score": 3.0872318744659424, "coherence_diagnostics": { "tau": 3.0872318744659424, "grad_tau": 0.6010066270828247, "torsion": 0.0, "alignment": 2.5412392616271973, "S_field": 1.2056903839111328, "Gamma_field": 0.1970393806695938, "S_over_Gamma": 6.119032382965088, "Da": 10.916743278503418, "E_coh": 0.8997194170951843, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.57, 29.7 ], [ -83.56, 29.69 ], [ -83.56, 29.62 ], [ -83.58, 29.58 ], [ -83.58, 29.51 ], [ -83.6, 29.49 ], [ -83.6, 29.48 ], [ -83.64, 29.45 ], [ -83.67, 29.45 ], [ -83.71, 29.43 ], [ -83.77, 29.37 ], [ -83.77, 29.36 ], [ -83.8, 29.32 ], [ -83.82, 29.31 ], [ -83.86, 29.32 ], [ -83.88, 29.34 ], [ -83.88, 29.39 ], [ -83.85, 29.43 ], [ -83.85, 29.44 ], [ -83.79, 29.49 ], [ -83.76, 29.5 ], [ -83.74, 29.52 ], [ -83.68, 29.55 ], [ -83.66, 29.58 ], [ -83.66, 29.62 ], [ -83.65, 29.63 ], [ -83.64, 29.67 ], [ -83.62, 29.69 ], [ -83.6, 29.68 ], [ -83.57, 29.7 ] ] ] }, "raw_probability": 0.1362, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "207ac3d75f9350b1858969018a9e5ea99ac889b956e1885a0a2d5f99a172ca6a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1362, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3a0beab055a01dbcdfc3f9ac6a84eaaee64ba94dfbda9680b31422c969447e51", "signature": { "alg": "ed25519", "sig": "5d94507752d9abaad2529ac876ba8025287ca3450122dc8c06ea2c552cf6a7ec4d7819d005cd1e8f1092b57f59df4935a14b3da26822b02c9cfebbe9ba841602" } }, "receipt_sha256": "3a0beab055a01dbcdfc3f9ac6a84eaaee64ba94dfbda9680b31422c969447e51" }, { "storm_id": "256758", "lat": 34.8356, "lon": -81.1911, "motion_east": 6.4, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2011.0, "ebshear": 26.0, "srh01": 53.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 34.8264 }, { "name": "alignment", "value": 1.0034 }, { "name": "tau", "value": 2.6234 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1359 }, "coherence_score": 2.623356342315674, "coherence_diagnostics": { "tau": 2.623356342315674, "grad_tau": 0.6419155597686768, "torsion": 0.0, "alignment": 1.003396987915039, "S_field": 0.3775233030319214, "Gamma_field": 0.2820394039154053, "S_over_Gamma": 1.3385480642318726, "Da": 16.555856704711914, "E_coh": 0.8071285486221313, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.2, 34.87 ], [ -81.17, 34.87 ], [ -81.15, 34.85 ], [ -81.15, 34.82 ], [ -81.17, 34.8 ], [ -81.22, 34.8 ], [ -81.23, 34.81 ], [ -81.23, 34.83 ], [ -81.2, 34.87 ] ] ] }, "raw_probability": 0.1359, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "5d02217e334d01d3c2db133c94cc98b619e7bdd383af597febc567312582ad09", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1359, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fa749daf1f691f7ba38a25167e0c931be683ffd55d39ebf3d28f318c447e2c52", "signature": { "alg": "ed25519", "sig": "9b77ab36ed5dfd8d532c53065317b99962604448975807f4fd08a78da992778d0688cdf9ae5ee2e466e1c72eb0c17352153489130fe7354aa87e34fc6eecbb0c" } }, "receipt_sha256": "fa749daf1f691f7ba38a25167e0c931be683ffd55d39ebf3d28f318c447e2c52" }, { "storm_id": "256701", "lat": 33.2524, "lon": -80.2467, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2152.0, "ebshear": 17.0, "srh01": 60.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 63.8264 }, { "name": "alignment", "value": 5.0615 }, { "name": "tau", "value": 3.7041 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1358 }, "coherence_score": 3.7040624618530273, "coherence_diagnostics": { "tau": 3.7040624618530273, "grad_tau": 0.28140485286712646, "torsion": 0.0, "alignment": 5.06154203414917, "S_field": 1.407233715057373, "Gamma_field": 0.19120605289936066, "S_over_Gamma": 7.359776020050049, "Da": 12.002649307250977, "E_coh": 0.8903586864471436, "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": [ [ [ -80.33, 33.33 ], [ -80.3, 33.33 ], [ -80.29, 33.32 ], [ -80.25, 33.31 ], [ -80.25, 33.29 ], [ -80.21, 33.26 ], [ -80.2, 33.26 ], [ -80.17, 33.23 ], [ -80.17, 33.19 ], [ -80.16, 33.18 ], [ -80.17, 33.17 ], [ -80.19, 33.17 ], [ -80.2, 33.18 ], [ -80.23, 33.18 ], [ -80.25, 33.19 ], [ -80.26, 33.22 ], [ -80.29, 33.25 ], [ -80.29, 33.29 ], [ -80.31, 33.3 ], [ -80.33, 33.32 ], [ -80.33, 33.33 ] ] ] }, "raw_probability": 0.1358, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d1c490c84c9f567ccb1c5fc36491af77b1e259a6a4c78af8057d98af15619330", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1358, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "21979fe7854f16e5600697b3f68ef53ac1a1951cff8b8aa2c99c7e98cfba309b", "signature": { "alg": "ed25519", "sig": "eb28557bb8815f826449333befa37416e361633b1a4a72ceb2a5561ed3c6c8daee0b13b5bd3de93991736090711043bd620b7820fc382c0f71b35c9e30c33b0f" } }, "receipt_sha256": "21979fe7854f16e5600697b3f68ef53ac1a1951cff8b8aa2c99c7e98cfba309b" }, { "storm_id": "256807", "lat": 29.727, "lon": -85.946, "motion_east": 6.0, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2576.0, "ebshear": 15.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 51.2014 }, { "name": "alignment", "value": 4.9808 }, { "name": "tau", "value": 1.3885 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1327 }, "coherence_score": 1.3884694576263428, "coherence_diagnostics": { "tau": 1.3884694576263428, "grad_tau": 0.7607910633087158, "torsion": 0.0, "alignment": 4.980798244476318, "S_field": 0.2429584562778473, "Gamma_field": 1.3620394468307495, "S_over_Gamma": 0.17837843298912048, "Da": 82.83970642089844, "E_coh": 0.4552595913410187, "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": [ [ [ -85.96, 29.76 ], [ -85.93, 29.76 ], [ -85.92, 29.75 ], [ -85.92, 29.72 ], [ -85.91, 29.7 ], [ -85.93, 29.69 ], [ -85.97, 29.69 ], [ -85.98, 29.7 ], [ -85.98, 29.74 ], [ -85.96, 29.76 ] ] ] }, "raw_probability": 0.1327, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "bdb64467fb11a9fb6dcd42512f262ad7fce0a595212c29a792e7b016db83a17e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1327, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "58b609a0dd8e48a9b82ab34774607daeb382f355a9b599e820d4271dbaa5a160", "signature": { "alg": "ed25519", "sig": "98e1c444e27dc34f725d972945bdc1833ad751b82502b0f99426e2d39c3c22e95901e14f722874c5f94474688a95843c6621838c14b1cdb0e0cda4915c2af90b" } }, "receipt_sha256": "58b609a0dd8e48a9b82ab34774607daeb382f355a9b599e820d4271dbaa5a160" }, { "storm_id": "255991", "lat": 34.6211, "lon": -81.3105, "motion_east": 6.5, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2011.0, "ebshear": 25.0, "srh01": 51.0, "maxllaz": 0.008, "mesh": 0.23, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 34.8264 }, { "name": "alignment", "value": 1.0034 }, { "name": "tau", "value": 2.6234 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.132 }, "coherence_score": 2.623356342315674, "coherence_diagnostics": { "tau": 2.623356342315674, "grad_tau": 0.6419155597686768, "torsion": 0.0, "alignment": 1.003396987915039, "S_field": 0.3775233030319214, "Gamma_field": 0.2820394039154053, "S_over_Gamma": 1.3385480642318726, "Da": 16.555856704711914, "E_coh": 0.8071285486221313, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.29, 34.75 ], [ -81.25, 34.75 ], [ -81.23, 34.73 ], [ -81.23, 34.68 ], [ -81.24, 34.68 ], [ -81.27, 34.64 ], [ -81.27, 34.57 ], [ -81.28, 34.56 ], [ -81.28, 34.54 ], [ -81.3, 34.52 ], [ -81.34, 34.5 ], [ -81.38, 34.5 ], [ -81.39, 34.51 ], [ -81.4, 34.57 ], [ -81.38, 34.6 ], [ -81.38, 34.62 ], [ -81.35, 34.65 ], [ -81.35, 34.68 ], [ -81.29, 34.75 ] ] ] }, "raw_probability": 0.132, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7d8b9e2d2fd22bf7226f18df078dc40348c4658e09b8d382d6b8fed13fed0ea0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.132, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "70be966e69bfc9a03e6959dca5d3d69f192a86d18765b0fdd17f9e5b9adf7439", "signature": { "alg": "ed25519", "sig": "91f0188f612155db6b4476d3e07e218437879c3144b3401030fac49df30daeff762d44b4540d22f978ba9e6a6db27b636d68e849bc4aab26eb70cb243fcf2f04" } }, "receipt_sha256": "70be966e69bfc9a03e6959dca5d3d69f192a86d18765b0fdd17f9e5b9adf7439" }, { "storm_id": "256866", "lat": 32.6533, "lon": -82.2271, "motion_east": 5.2, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2864.0, "ebshear": 28.0, "srh01": 35.0, "maxllaz": 0.004, "mesh": 0.13, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 45.5764 }, { "name": "alignment", "value": 3.1383 }, { "name": "tau", "value": 3.0167 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.131 }, "coherence_score": 3.0167295932769775, "coherence_diagnostics": { "tau": 3.0167295932769775, "grad_tau": 0.45240193605422974, "torsion": 0.0, "alignment": 3.1383321285247803, "S_field": 1.0245287418365479, "Gamma_field": 0.2612060606479645, "S_over_Gamma": 3.9223008155822754, "Da": 15.528514862060547, "E_coh": 0.930926501750946, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.22, 32.71 ], [ -82.16, 32.7 ], [ -82.11, 32.66 ], [ -82.08, 32.67 ], [ -82.07, 32.66 ], [ -82.07, 32.62 ], [ -82.08, 32.61 ], [ -82.1, 32.61 ], [ -82.11, 32.62 ], [ -82.16, 32.62 ], [ -82.17, 32.63 ], [ -82.24, 32.63 ], [ -82.27, 32.61 ], [ -82.29, 32.62 ], [ -82.39, 32.61 ], [ -82.4, 32.62 ], [ -82.4, 32.66 ], [ -82.38, 32.68 ], [ -82.36, 32.68 ], [ -82.35, 32.69 ], [ -82.29, 32.68 ], [ -82.28, 32.69 ], [ -82.25, 32.69 ], [ -82.22, 32.71 ] ] ] }, "raw_probability": 0.131, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "170e46b1524fb18eefdbe15967bb70df9cead544d5e1fa59dbf39081038f6532", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.131, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b9b65eadb9c4bd498d750f3f4044214f1f7d69166740a8ca08b9a0dd4fccb574", "signature": { "alg": "ed25519", "sig": "ebbb3970f0b1ede7189bf231b4ff66b1996b8a0cd7772f32796ac2e3caae5067d1c6cb008ec4c15686886ee52dfe14bc708de2b5d38d02618f7120f927775105" } }, "receipt_sha256": "b9b65eadb9c4bd498d750f3f4044214f1f7d69166740a8ca08b9a0dd4fccb574" }, { "storm_id": "256857", "lat": 37.0944, "lon": -81.27, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1298.0, "ebshear": 27.0, "srh01": 68.0, "maxllaz": 0.003, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 36.3264 }, { "name": "alignment", "value": 0.5233 }, { "name": "tau", "value": 2.0214 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.129 }, "coherence_score": 2.0214414596557617, "coherence_diagnostics": { "tau": 2.0214414596557617, "grad_tau": 0.46321532130241394, "torsion": 0.0, "alignment": 0.5232998132705688, "S_field": 0.15680617094039917, "Gamma_field": 0.2545394003391266, "S_over_Gamma": 0.6160389184951782, "Da": 15.055051803588867, "E_coh": 0.09104720503091812, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.28, 37.14 ], [ -81.24, 37.14 ], [ -81.23, 37.09 ], [ -81.24, 37.07 ], [ -81.26, 37.07 ], [ -81.27, 37.06 ], [ -81.31, 37.06 ], [ -81.32, 37.08 ], [ -81.28, 37.14 ] ] ] }, "raw_probability": 0.129, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "321a580340cf815b0ead5b31ec2a2e938c3a9a084d53ac818b58c9f2192794c6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.129, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bfb7c122a44addff9be2f00ecb5e584b7afc250c3650bf8d509250b5342c0618", "signature": { "alg": "ed25519", "sig": "ac78ab39d581578377e5210f26f88c41ad3951ab11cee570593c624d2fba61b7a2bfc1a49ae331f3233af89a77ecfcdab819ca50f5199e253e9d45b26c6a2508" } }, "receipt_sha256": "bfb7c122a44addff9be2f00ecb5e584b7afc250c3650bf8d509250b5342c0618" }, { "storm_id": "255289", "lat": 38.4317, "lon": -81.3607, "motion_east": 6.8, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1808.0, "ebshear": 28.0, "srh01": 52.0, "maxllaz": 0.008, "mesh": 0.29, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": 0.0198 }, { "name": "tau", "value": 1.8078 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.1282 }, "coherence_score": 1.8077536821365356, "coherence_diagnostics": { "tau": 1.8077536821365356, "grad_tau": 0.3623271882534027, "torsion": 0.0, "alignment": 0.01977252960205078, "S_field": 0.28791409730911255, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 1.2727957963943481, "Da": 13.38823127746582, "E_coh": 0.5730732083320618, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.31, 38.58 ], [ -81.27, 38.58 ], [ -81.23, 38.56 ], [ -81.21, 38.54 ], [ -81.22, 38.51 ], [ -81.17, 38.45 ], [ -81.17, 38.4 ], [ -81.18, 38.39 ], [ -81.23, 38.39 ], [ -81.25, 38.37 ], [ -81.25, 38.31 ], [ -81.27, 38.28 ], [ -81.35, 38.28 ], [ -81.38, 38.25 ], [ -81.43, 38.25 ], [ -81.45, 38.26 ], [ -81.45, 38.28 ], [ -81.47, 38.32 ], [ -81.47, 38.34 ], [ -81.46, 38.35 ], [ -81.46, 38.39 ], [ -81.44, 38.41 ], [ -81.44, 38.42 ], [ -81.46, 38.44 ], [ -81.49, 38.44 ], [ -81.52, 38.46 ], [ -81.52, 38.51 ], [ -81.49, 38.54 ], [ -81.45, 38.54 ], [ -81.44, 38.53 ], [ -81.44, 38.49 ], [ -81.45, 38.48 ], [ -81.45, 38.46 ], [ -81.43, 38.44 ], [ -81.36, 38.45 ], [ -81.35, 38.44 ], [ -81.27, 38.43 ], [ -81.26, 38.44 ], [ -81.26, 38.46 ], [ -81.32, 38.52 ], [ -81.32, 38.57 ], [ -81.31, 38.58 ] ] ] }, "raw_probability": 0.1282, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e14b7711d0aa985d361a256ac1d4fc5ff857b95a71672f514bfb5f74e6894381", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1282, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d17dad10098ce100473c7b1328a137c077545c573b62dfa5f8b755e72b2b2bd2", "signature": { "alg": "ed25519", "sig": "912d0a5f1bdc4f7ce67f473382c8b01950ef4950794cbae21c762ed5897adb7e614392be96ac183952f8c38aa3da35c0ab2dc10dbb41d85b2ff4b25815455909" } }, "receipt_sha256": "d17dad10098ce100473c7b1328a137c077545c573b62dfa5f8b755e72b2b2bd2" }, { "storm_id": "255422", "lat": 40.3558, "lon": -81.1608, "motion_east": 10.1, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1229.0, "ebshear": 33.0, "srh01": 33.0, "maxllaz": 0.009, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 43.7014 }, { "name": "alignment", "value": -1.3624 }, { "name": "tau", "value": 1.585 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.1282 }, "coherence_score": 1.5850485563278198, "coherence_diagnostics": { "tau": 1.5850485563278198, "grad_tau": 0.3947080671787262, "torsion": 0.0, "alignment": -1.3624236583709717, "S_field": 0.21374188363552094, "Gamma_field": 0.1920393854379654, "S_over_Gamma": 1.1130106449127197, "Da": 11.38110065460205, "E_coh": 0.4973902404308319, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.21, 40.42 ], [ -81.13, 40.42 ], [ -81.11, 40.41 ], [ -81.07, 40.36 ], [ -81.08, 40.34 ], [ -81.07, 40.32 ], [ -81.16, 40.27 ], [ -81.17, 40.28 ], [ -81.21, 40.29 ], [ -81.26, 40.34 ], [ -81.25, 40.4 ], [ -81.21, 40.42 ] ] ] }, "raw_probability": 0.1282, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e14b7711d0aa985d361a256ac1d4fc5ff857b95a71672f514bfb5f74e6894381", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1282, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d17dad10098ce100473c7b1328a137c077545c573b62dfa5f8b755e72b2b2bd2", "signature": { "alg": "ed25519", "sig": "912d0a5f1bdc4f7ce67f473382c8b01950ef4950794cbae21c762ed5897adb7e614392be96ac183952f8c38aa3da35c0ab2dc10dbb41d85b2ff4b25815455909" } }, "receipt_sha256": "d17dad10098ce100473c7b1328a137c077545c573b62dfa5f8b755e72b2b2bd2" }, { "storm_id": "256897", "lat": 38.1447, "lon": -81.4532, "motion_east": 6.8, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1764.0, "ebshear": 30.0, "srh01": 49.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": 0.0198 }, { "name": "tau", "value": 1.8078 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1282 }, "coherence_score": 1.8077536821365356, "coherence_diagnostics": { "tau": 1.8077536821365356, "grad_tau": 0.3623271882534027, "torsion": 0.0, "alignment": 0.01977252960205078, "S_field": 0.28791409730911255, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 1.2727957963943481, "Da": 13.38823127746582, "E_coh": 0.5730732083320618, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.45, 38.19 ], [ -81.4, 38.19 ], [ -81.39, 38.18 ], [ -81.39, 38.15 ], [ -81.37, 38.14 ], [ -81.36, 38.12 ], [ -81.37, 38.11 ], [ -81.43, 38.11 ], [ -81.47, 38.09 ], [ -81.49, 38.1 ], [ -81.51, 38.1 ], [ -81.52, 38.11 ], [ -81.52, 38.14 ], [ -81.51, 38.15 ], [ -81.52, 38.16 ], [ -81.51, 38.16 ], [ -81.49, 38.18 ], [ -81.46, 38.18 ], [ -81.45, 38.19 ] ] ] }, "raw_probability": 0.1282, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e14b7711d0aa985d361a256ac1d4fc5ff857b95a71672f514bfb5f74e6894381", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1282, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d17dad10098ce100473c7b1328a137c077545c573b62dfa5f8b755e72b2b2bd2", "signature": { "alg": "ed25519", "sig": "912d0a5f1bdc4f7ce67f473382c8b01950ef4950794cbae21c762ed5897adb7e614392be96ac183952f8c38aa3da35c0ab2dc10dbb41d85b2ff4b25815455909" } }, "receipt_sha256": "d17dad10098ce100473c7b1328a137c077545c573b62dfa5f8b755e72b2b2bd2" }, { "storm_id": "256764", "lat": 31.67, "lon": -82.3487, "motion_east": 5.4, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2142.0, "ebshear": 21.0, "srh01": 22.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 52.5764 }, { "name": "alignment", "value": 6.2906 }, { "name": "tau", "value": 3.1916 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1278 }, "coherence_score": 3.1915576457977295, "coherence_diagnostics": { "tau": 3.1915576457977295, "grad_tau": 0.14969170093536377, "torsion": 0.0, "alignment": 6.2906060218811035, "S_field": 1.380286693572998, "Gamma_field": 0.22537271678447723, "S_over_Gamma": 6.124462127685547, "Da": 13.989863395690918, "E_coh": 0.8638262748718262, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.36, 31.7 ], [ -82.33, 31.7 ], [ -82.3, 31.67 ], [ -82.32, 31.63 ], [ -82.36, 31.63 ], [ -82.38, 31.65 ], [ -82.38, 31.68 ], [ -82.36, 31.7 ] ] ] }, "raw_probability": 0.1278, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "79f9008bce5a6bf0989fb8497cea8b469a9698a1389605b70aace03dd48a889f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1278, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "959fbe8c779a15f67af5ae41f578d980bcb8b5142ea8f8a6ffe81d767f9913cb", "signature": { "alg": "ed25519", "sig": "f071cbb0896ce78fe23cec42d096144cf97db1eedd2402a99f88f37a8548f234dbbbc8986e878e6fe5444ab16cc2b3b021daa032947ff58d4c669e471df7cb03" } }, "receipt_sha256": "959fbe8c779a15f67af5ae41f578d980bcb8b5142ea8f8a6ffe81d767f9913cb" }, { "storm_id": "255334", "lat": 48.2278, "lon": -69.93, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 784.0, "ebshear": 28.0, "srh01": 49.0, "maxllaz": 0.004, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 33.2014 }, { "name": "alignment", "value": -6.1052 }, { "name": "tau", "value": 0.4729 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1247 }, "coherence_score": 0.4728977382183075, "coherence_diagnostics": { "tau": 0.4728977382183075, "grad_tau": 0.37700313329696655, "torsion": 0.0, "alignment": -6.105177879333496, "S_field": 0.37659212946891785, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 1.6648190021514893, "Da": 14.016112327575684, "E_coh": 0.5252427458763123, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.94, 48.26 ], [ -69.92, 48.26 ], [ -69.9, 48.24 ], [ -69.9, 48.2 ], [ -69.91, 48.19 ], [ -69.94, 48.19 ], [ -69.96, 48.21 ], [ -69.96, 48.24 ], [ -69.94, 48.26 ] ] ] }, "raw_probability": 0.1247, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "fa81b533d63f4b6df9bf770977ef2e376dafd4b5ed8d2f869bd3437115c6003b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1247, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aeee5ea984df8bf4c714ebbc6ed9d251251ff60505bba45ea523e926ee18b19a", "signature": { "alg": "ed25519", "sig": "e23a0618d6f442c5c53f154bdca5da2883b2dd6df9f8e536d32f1b6c0095ae1d61bc2e03aab60f13e883f691aec05235ea8eea5cb6bc41dea33490d62d079809" } }, "receipt_sha256": "aeee5ea984df8bf4c714ebbc6ed9d251251ff60505bba45ea523e926ee18b19a" }, { "storm_id": "256886", "lat": 47.7137, "lon": -72.28, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 431.0, "ebshear": 27.0, "srh01": 54.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 32.9514 }, { "name": "alignment", "value": -5.4493 }, { "name": "tau", "value": 0.8728 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1246 }, "coherence_score": 0.8727720975875854, "coherence_diagnostics": { "tau": 0.8727720975875854, "grad_tau": 0.2907526195049286, "torsion": 0.0, "alignment": -5.44933557510376, "S_field": 0.33096542954444885, "Gamma_field": 0.2337060570716858, "S_over_Gamma": 1.416161060333252, "Da": 13.854253768920898, "E_coh": 0.5746196508407593, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.3, 47.74 ], [ -72.26, 47.74 ], [ -72.25, 47.73 ], [ -72.25, 47.69 ], [ -72.26, 47.67 ], [ -72.31, 47.67 ], [ -72.31, 47.73 ], [ -72.3, 47.74 ] ] ] }, "raw_probability": 0.1246, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6f358ad2db0ad2cb804d8109d1555a514bfa7ceb17bbed4d4f38e5a8b7944586", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1246, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5fb28afb8574cfb2fde4141c9f515ab4a22a4666f4dc8d12291a1e3455bd61ad", "signature": { "alg": "ed25519", "sig": "1ce803c356e8c691892b98b055c60fa776023a06e3adc94835759f4f95188e6e9adeb05cad95af604008618e59dea74bf2ff8961aa2809e22d8cd788b42ce802" } }, "receipt_sha256": "5fb28afb8574cfb2fde4141c9f515ab4a22a4666f4dc8d12291a1e3455bd61ad" }, { "storm_id": "256116", "lat": 37.5862, "lon": -82.5208, "motion_east": 9.3, "motion_south": -8.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1548.0, "ebshear": 29.0, "srh01": 53.0, "maxllaz": 0.003, "mesh": 0.41, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 44.0764 }, { "name": "alignment", "value": 1.4534 }, { "name": "tau", "value": 1.5795 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1239 }, "coherence_score": 1.5794661045074463, "coherence_diagnostics": { "tau": 1.5794661045074463, "grad_tau": 0.2933245897293091, "torsion": 0.0, "alignment": 1.4533934593200684, "S_field": 0.1811380833387375, "Gamma_field": 0.21120604872703552, "S_over_Gamma": 0.8576368093490601, "Da": 12.91956901550293, "E_coh": 0.44382259249687195, "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": [ [ [ -82.54, 37.67 ], [ -82.51, 37.67 ], [ -82.49, 37.66 ], [ -82.45, 37.61 ], [ -82.45, 37.55 ], [ -82.46, 37.53 ], [ -82.51, 37.48 ], [ -82.55, 37.48 ], [ -82.57, 37.5 ], [ -82.57, 37.58 ], [ -82.56, 37.59 ], [ -82.57, 37.63 ], [ -82.54, 37.67 ] ] ] }, "raw_probability": 0.1239, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7ebe1a31bc00f2dfb95ec8c1cbbfeb372ef28b3e70a2c40be5a4bb0793019c70", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1239, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e7a4937ae71760d93dcc2fd693fa4dc18e01d78a4963bc7f72dca3dc5fe15d69", "signature": { "alg": "ed25519", "sig": "2294685672739b826f7d7daf80c2f0e433dc311197f93284db847c7cb64e36bd6b4db4f0601a3cc14dd75e925e6b56c3477d58793547acc51f2a6fdc9d43ac0e" } }, "receipt_sha256": "e7a4937ae71760d93dcc2fd693fa4dc18e01d78a4963bc7f72dca3dc5fe15d69" }, { "storm_id": "255171", "lat": 35.4504, "lon": -81.2927, "motion_east": 6.4, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1542.0, "ebshear": 28.0, "srh01": 38.0, "maxllaz": 0.005, "mesh": 0.15, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 36.5764 }, { "name": "alignment", "value": 1.0024 }, { "name": "tau", "value": 2.4155 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1236 }, "coherence_score": 2.4154717922210693, "coherence_diagnostics": { "tau": 2.4154717922210693, "grad_tau": 0.5617526173591614, "torsion": 0.0, "alignment": 1.002439260482788, "S_field": 0.4450111389160156, "Gamma_field": 0.2620393931865692, "S_over_Gamma": 1.6982604265213013, "Da": 15.496350288391113, "E_coh": 0.8449921011924744, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.33, 35.58 ], [ -81.28, 35.58 ], [ -81.24, 35.55 ], [ -81.23, 35.48 ], [ -81.25, 35.46 ], [ -81.25, 35.45 ], [ -81.23, 35.43 ], [ -81.21, 35.43 ], [ -81.2, 35.42 ], [ -81.19, 35.36 ], [ -81.22, 35.34 ], [ -81.26, 35.34 ], [ -81.3, 35.32 ], [ -81.38, 35.32 ], [ -81.38, 35.38 ], [ -81.36, 35.39 ], [ -81.32, 35.39 ], [ -81.3, 35.41 ], [ -81.3, 35.42 ], [ -81.33, 35.45 ], [ -81.34, 35.49 ], [ -81.35, 35.5 ], [ -81.35, 35.53 ], [ -81.34, 35.54 ], [ -81.34, 35.57 ], [ -81.33, 35.58 ] ] ] }, "raw_probability": 0.1236, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e743ee4b42aadcbcaffaa014a47eb1bcd81800343095e1685e2200d5bedcde60", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1236, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "55c01d53b8f6277f215c7a65b2eb667eb7881f482d23377c63d176d325fcf084", "signature": { "alg": "ed25519", "sig": "1d15b6a27b30a5803b8b8cc9a9746d3f7b6270d1300d389a53820f7489db77040e75ecca543183dc1cbf6b29601ed5c8cf14d28ac4117e389235ab4193132a08" } }, "receipt_sha256": "55c01d53b8f6277f215c7a65b2eb667eb7881f482d23377c63d176d325fcf084" }, { "storm_id": "256473", "lat": 28.0577, "lon": -82.9623, "motion_east": 7.7, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1698.0, "ebshear": 19.0, "srh01": 27.0, "maxllaz": 0.005, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 56.3264 }, { "name": "alignment", "value": -1.791 }, { "name": "tau", "value": 2.7948 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1233 }, "coherence_score": 2.7947819232940674, "coherence_diagnostics": { "tau": 2.7947819232940674, "grad_tau": 0.5070432424545288, "torsion": 0.0, "alignment": -1.7909748554229736, "S_field": 0.6006820201873779, "Gamma_field": 0.2503727376461029, "S_over_Gamma": 2.399151086807251, "Da": 15.202535629272461, "E_coh": 0.9441889524459839, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.99, 28.17 ], [ -82.92, 28.16 ], [ -82.87, 28.11 ], [ -82.87, 28.05 ], [ -82.89, 28.03 ], [ -82.92, 27.96 ], [ -82.96, 27.93 ], [ -83.0, 27.93 ], [ -83.04, 27.98 ], [ -83.04, 28.03 ], [ -83.01, 28.08 ], [ -83.01, 28.15 ], [ -82.99, 28.17 ] ] ] }, "raw_probability": 0.1233, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d90904d06e3732e2beb55596f9e61a19b39f67a3b7e19527dc36b5222ee1afe1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1233, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d43ed916a1ff8ab1548c444c01859d0d9c12a6d1c0c5a99ed1f35b3f700cc89d", "signature": { "alg": "ed25519", "sig": "e1462453b463576ba5b5f659b63f0a4fa7b74d82f7ba58c9e2d7f2ec96a549716203abde594051fd99d09f4b955740018ebf02a8884173fae7ff36ec3f3d1b0d" } }, "receipt_sha256": "d43ed916a1ff8ab1548c444c01859d0d9c12a6d1c0c5a99ed1f35b3f700cc89d" }, { "storm_id": "254429", "lat": 38.2373, "lon": -81.6567, "motion_east": 6.7, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2069.0, "ebshear": 29.0, "srh01": 46.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": 0.0198 }, { "name": "tau", "value": 1.8078 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1216 }, "coherence_score": 1.8077536821365356, "coherence_diagnostics": { "tau": 1.8077536821365356, "grad_tau": 0.3623271882534027, "torsion": 0.0, "alignment": 0.01977252960205078, "S_field": 0.28791409730911255, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 1.2727957963943481, "Da": 13.38823127746582, "E_coh": 0.5730732083320618, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.7, 38.28 ], [ -81.66, 38.28 ], [ -81.64, 38.26 ], [ -81.63, 38.26 ], [ -81.63, 38.25 ], [ -81.66, 38.23 ], [ -81.66, 38.21 ], [ -81.65, 38.2 ], [ -81.63, 38.22 ], [ -81.62, 38.21 ], [ -81.62, 38.19 ], [ -81.64, 38.19 ], [ -81.7, 38.24 ], [ -81.71, 38.26 ], [ -81.7, 38.28 ] ] ] }, "raw_probability": 0.1216, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9cdb3946636110d163733f1f44db0afd945aae2946f9e562cf302805fe2b5d1a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1216, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7ab04a836599400cc09a245e11de2ab897de84600a3e6d830aa5c43fe665dd6e", "signature": { "alg": "ed25519", "sig": "733b2faf3d797eeed13cc58525fa1dec596f15fcd4bcf809b9bdd75bf45eb07926ac2964fea965e8d84b76450fc67371db6b9a55e9e20167cb6656d7658b430b" } }, "receipt_sha256": "7ab04a836599400cc09a245e11de2ab897de84600a3e6d830aa5c43fe665dd6e" }, { "storm_id": "255998", "lat": 28.9055, "lon": -87.5882, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3212.0, "ebshear": 13.0, "srh01": 41.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 55.0764 }, { "name": "alignment", "value": -4.5022 }, { "name": "tau", "value": 1.5872 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.121 }, "coherence_score": 1.5872312784194946, "coherence_diagnostics": { "tau": 1.5872312784194946, "grad_tau": 0.6867228150367737, "torsion": 0.0, "alignment": -4.502236843109131, "S_field": 0.39782312512397766, "Gamma_field": 0.8003727793693542, "S_over_Gamma": 0.4970473051071167, "Da": 52.47657775878906, "E_coh": 0.9080464839935303, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.52, 28.99 ], [ -87.48, 28.99 ], [ -87.45, 28.97 ], [ -87.44, 28.95 ], [ -87.44, 28.92 ], [ -87.46, 28.89 ], [ -87.54, 28.89 ], [ -87.6, 28.86 ], [ -87.64, 28.82 ], [ -87.66, 28.81 ], [ -87.69, 28.81 ], [ -87.72, 28.84 ], [ -87.72, 28.86 ], [ -87.69, 28.9 ], [ -87.67, 28.9 ], [ -87.66, 28.91 ], [ -87.64, 28.91 ], [ -87.63, 28.92 ], [ -87.61, 28.92 ], [ -87.6, 28.93 ], [ -87.56, 28.94 ], [ -87.52, 28.99 ] ] ] }, "raw_probability": 0.121, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b9207f6ed65883d7e175de3fb9cec72bd3e99b7a0dd7a724e2fcbcbcba3b61a3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.121, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2dddd0428542836f23e66e19fdc2b52c89c93b232737d9e1ba48c9a95f14f244", "signature": { "alg": "ed25519", "sig": "94d320f88ebdc71a1f32f43eb102c589c30f235be66b53b0d5172244895dbf83542fbfbda5c8c486a60fad43ddd67c885477a86e24ff22044421d46947663f02" } }, "receipt_sha256": "2dddd0428542836f23e66e19fdc2b52c89c93b232737d9e1ba48c9a95f14f244" }, { "storm_id": "256277", "lat": 36.2279, "lon": -76.7321, "motion_east": 4.0, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3178.0, "ebshear": 22.0, "srh01": 53.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 54.9514 }, { "name": "alignment", "value": -1.4337 }, { "name": "tau", "value": 3.467 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1204 }, "coherence_score": 3.467031478881836, "coherence_diagnostics": { "tau": 3.467031478881836, "grad_tau": 0.11478372663259506, "torsion": 0.0, "alignment": -1.4336988925933838, "S_field": 0.7715834379196167, "Gamma_field": 0.2128727287054062, "S_over_Gamma": 3.6246232986450195, "Da": 12.954659461975098, "E_coh": 0.8673784136772156, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.75, 36.33 ], [ -76.71, 36.32 ], [ -76.7, 36.31 ], [ -76.7, 36.28 ], [ -76.72, 36.25 ], [ -76.72, 36.23 ], [ -76.67, 36.2 ], [ -76.68, 36.19 ], [ -76.68, 36.15 ], [ -76.7, 36.13 ], [ -76.76, 36.13 ], [ -76.77, 36.12 ], [ -76.78, 36.13 ], [ -76.78, 36.19 ], [ -76.74, 36.23 ], [ -76.76, 36.24 ], [ -76.77, 36.26 ], [ -76.77, 36.31 ], [ -76.75, 36.33 ] ] ] }, "raw_probability": 0.1204, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9537ad6e38c1b912822fbdc43d08b41f8dd99233378d37e035ded0c3c4e03226", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1204, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "994727cd09a75e7bea7f45f7650642eb88d7b0a951af20f8a0333fad3773b1cf", "signature": { "alg": "ed25519", "sig": "80edce332b8e4da7c6da1385c637f180f917b5093e0a3db6026a01c942ef4ce6f2d96f6c112f1f738f004187788e82fb1eed53d01d8bab8bdc59751ed70bf903" } }, "receipt_sha256": "994727cd09a75e7bea7f45f7650642eb88d7b0a951af20f8a0333fad3773b1cf" }, { "storm_id": "256855", "lat": 38.9269, "lon": -81.5785, "motion_east": 6.4, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1822.0, "ebshear": 27.0, "srh01": 52.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 39.3264 }, { "name": "alignment", "value": 0.1608 }, { "name": "tau", "value": 1.6561 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1186 }, "coherence_score": 1.6561050415039062, "coherence_diagnostics": { "tau": 1.6561050415039062, "grad_tau": 0.3599715828895569, "torsion": 0.0, "alignment": 0.1608307659626007, "S_field": 0.1926005482673645, "Gamma_field": 0.4753727316856384, "S_over_Gamma": 0.4051569104194641, "Da": 27.920482635498047, "E_coh": 0.5544542670249939, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.6, 38.96 ], [ -81.58, 38.96 ], [ -81.56, 38.94 ], [ -81.55, 38.94 ], [ -81.56, 38.93 ], [ -81.54, 38.91 ], [ -81.55, 38.9 ], [ -81.55, 38.88 ], [ -81.6, 38.88 ], [ -81.6, 38.91 ], [ -81.62, 38.94 ], [ -81.61, 38.94 ], [ -81.6, 38.96 ] ] ] }, "raw_probability": 0.1186, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1186, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6fcdea5c59c1fe19c00e61786a97c780e8e665f494419987f296c0ef50877f0c", "signature": { "alg": "ed25519", "sig": "ed4b6e97d8c1329b9d3708485c2712063edb0bda5709729450f55b6901e7ad3203aa42f6d98fae849e3b452abfc746553d2fd3ddc6680ca82578edc8311c4d0e" } }, "receipt_sha256": "6fcdea5c59c1fe19c00e61786a97c780e8e665f494419987f296c0ef50877f0c" }, { "storm_id": "256332", "lat": 37.9755, "lon": -81.6159, "motion_east": 6.5, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1810.0, "ebshear": 29.0, "srh01": 47.0, "maxllaz": 0.006, "mesh": 0.3, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": 0.0198 }, { "name": "tau", "value": 1.8078 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1181 }, "coherence_score": 1.8077536821365356, "coherence_diagnostics": { "tau": 1.8077536821365356, "grad_tau": 0.3623271882534027, "torsion": 0.0, "alignment": 0.01977252960205078, "S_field": 0.28791409730911255, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 1.2727957963943481, "Da": 13.38823127746582, "E_coh": 0.5730732083320618, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.59, 38.08 ], [ -81.58, 38.07 ], [ -81.53, 38.06 ], [ -81.53, 38.04 ], [ -81.54, 38.03 ], [ -81.53, 38.01 ], [ -81.59, 37.95 ], [ -81.58, 37.89 ], [ -81.59, 37.89 ], [ -81.61, 37.87 ], [ -81.63, 37.88 ], [ -81.67, 37.88 ], [ -81.68, 37.89 ], [ -81.68, 37.91 ], [ -81.67, 37.92 ], [ -81.69, 37.94 ], [ -81.69, 37.95 ], [ -81.67, 37.97 ], [ -81.67, 38.02 ], [ -81.64, 38.06 ], [ -81.6, 38.07 ], [ -81.59, 38.08 ] ] ] }, "raw_probability": 0.1181, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ee2b455c89944c504a6f8a11ad1e1a8836004adb9a2306efea1f6557eca60730", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1181, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9525476811e77f086232cd6ac866443cb4d2e2b8e62219e0250ea00d17b57e9c", "signature": { "alg": "ed25519", "sig": "b2d1d844bba6eccf2e18541d2187cb8ecc098c11c2cb79f01ab3ee4f30c13eeec63fccd1ce381f13d1640f30d50e7125f0cc2c48e71cfbfc21a6eb3796ce1c0b" } }, "receipt_sha256": "9525476811e77f086232cd6ac866443cb4d2e2b8e62219e0250ea00d17b57e9c" }, { "storm_id": "256750", "lat": 38.035, "lon": -81.3143, "motion_east": 6.7, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1638.0, "ebshear": 29.0, "srh01": 47.0, "maxllaz": 0.006, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 41.9514 }, { "name": "alignment", "value": 0.0198 }, { "name": "tau", "value": 1.8078 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1181 }, "coherence_score": 1.8077536821365356, "coherence_diagnostics": { "tau": 1.8077536821365356, "grad_tau": 0.3623271882534027, "torsion": 0.0, "alignment": 0.01977252960205078, "S_field": 0.28791409730911255, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 1.2727957963943481, "Da": 13.38823127746582, "E_coh": 0.5730732083320618, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.34, 38.08 ], [ -81.27, 38.08 ], [ -81.27, 38.05 ], [ -81.26, 38.03 ], [ -81.24, 38.02 ], [ -81.24, 38.0 ], [ -81.28, 37.98 ], [ -81.34, 37.99 ], [ -81.35, 38.0 ], [ -81.35, 38.02 ], [ -81.38, 38.04 ], [ -81.38, 38.06 ], [ -81.36, 38.06 ], [ -81.34, 38.08 ] ] ] }, "raw_probability": 0.1181, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ee2b455c89944c504a6f8a11ad1e1a8836004adb9a2306efea1f6557eca60730", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1181, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9525476811e77f086232cd6ac866443cb4d2e2b8e62219e0250ea00d17b57e9c", "signature": { "alg": "ed25519", "sig": "b2d1d844bba6eccf2e18541d2187cb8ecc098c11c2cb79f01ab3ee4f30c13eeec63fccd1ce381f13d1640f30d50e7125f0cc2c48e71cfbfc21a6eb3796ce1c0b" } }, "receipt_sha256": "9525476811e77f086232cd6ac866443cb4d2e2b8e62219e0250ea00d17b57e9c" }, { "storm_id": "256364", "lat": 44.9492, "lon": -77.6523, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 154.0, "ebshear": 24.0, "srh01": 54.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 39.9514 }, { "name": "alignment", "value": -2.3877 }, { "name": "tau", "value": 1.1059 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1174 }, "coherence_score": 1.1059211492538452, "coherence_diagnostics": { "tau": 1.1059211492538452, "grad_tau": 0.16149835288524628, "torsion": 0.0, "alignment": -2.3876566886901855, "S_field": 0.21266326308250427, "Gamma_field": 0.3495393991470337, "S_over_Gamma": 0.6084100008010864, "Da": 22.03055763244629, "E_coh": 0.011986775323748589, "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": [ [ [ -77.62, 45.0 ], [ -77.6, 44.99 ], [ -77.6, 44.95 ], [ -77.62, 44.94 ], [ -77.64, 44.92 ], [ -77.64, 44.91 ], [ -77.66, 44.9 ], [ -77.7, 44.9 ], [ -77.72, 44.92 ], [ -77.72, 44.95 ], [ -77.69, 44.98 ], [ -77.65, 44.98 ], [ -77.62, 45.0 ] ] ] }, "raw_probability": 0.1174, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a781d612ccc97b37ce76a2dfadb6e77d7cb5a8ca30182a8b8a3383c84b0e07fc", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1174, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "73f3351932899be1e8efdea30e7b2fa9b99c2da81df117d26e1a4b4f4741f186", "signature": { "alg": "ed25519", "sig": "59fb790209e5898e132f366d10731b7fc2462648c8911450b9685e9dad8d4117daa2f82b6b4515f92fa4bb7625489984b45ce60aeef234de7208756b67bc0703" } }, "receipt_sha256": "73f3351932899be1e8efdea30e7b2fa9b99c2da81df117d26e1a4b4f4741f186" }, { "storm_id": "256832", "lat": 27.056, "lon": -84.179, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2517.0, "ebshear": 12.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 57.2014 }, { "name": "alignment", "value": -3.3955 }, { "name": "tau", "value": 2.2288 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1152 }, "coherence_score": 2.2288260459899902, "coherence_diagnostics": { "tau": 2.2288260459899902, "grad_tau": 0.5757200121879578, "torsion": 0.0, "alignment": -3.3955068588256836, "S_field": 1.1474533081054688, "Gamma_field": 0.2128727287054062, "S_over_Gamma": 5.390325546264648, "Da": 13.780163764953613, "E_coh": 0.939556896686554, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.23, 27.09 ], [ -84.17, 27.09 ], [ -84.16, 27.08 ], [ -84.15, 27.09 ], [ -84.13, 27.07 ], [ -84.13, 27.0 ], [ -84.19, 27.0 ], [ -84.2, 27.01 ], [ -84.2, 27.04 ], [ -84.23, 27.09 ] ] ] }, "raw_probability": 0.1152, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "37b3ba3921c246400fbca0db1ebc120d9698c9c91eba7588fc61c79cf0ce778a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1152, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0da591097d76ea595cef69f86efc387195d4cd5a03797184a4506fed88105b33", "signature": { "alg": "ed25519", "sig": "82345b0218e238438d646bc98051e1d0c6b77b56dbda2ddb38ad8e1211577dc25f62f9afd4875d3cb891b0bd8674ed49b7f863229c32cdab35c6c777bce63a0c" } }, "receipt_sha256": "0da591097d76ea595cef69f86efc387195d4cd5a03797184a4506fed88105b33" }, { "storm_id": "256572", "lat": 34.1167, "lon": -82.6233, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2109.0, "ebshear": 25.0, "srh01": 64.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 35.9514 }, { "name": "alignment", "value": 0.804 }, { "name": "tau", "value": 2.3805 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1139 }, "coherence_score": 2.3805136680603027, "coherence_diagnostics": { "tau": 2.3805136680603027, "grad_tau": 0.644042432308197, "torsion": 0.0, "alignment": 0.8039677143096924, "S_field": 0.31583860516548157, "Gamma_field": 0.22370605170726776, "S_over_Gamma": 1.4118465185165405, "Da": 12.855515480041504, "E_coh": 0.6552363634109497, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.68, 34.14 ], [ -82.61, 34.14 ], [ -82.6, 34.13 ], [ -82.56, 34.13 ], [ -82.55, 34.11 ], [ -82.59, 34.08 ], [ -82.66, 34.08 ], [ -82.68, 34.1 ], [ -82.68, 34.14 ] ] ] }, "raw_probability": 0.1139, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "66888a6327d661961590195a6ed3e6ef9ee83fd88e2255ccab959b64b09405a4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1139, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4ff7afc364624ee0de17da1e9d1ef6619ecc44feeef38a68844803145f67eeeb", "signature": { "alg": "ed25519", "sig": "b472e23421d47f47f91b1b9757bad7aef21eaaa5f602bc6edb6cbd6bf7ebe1f6b8a667c5b89703faa8fab6e84bd46b6337f5f4724bf853f6ef0285eb658ca203" } }, "receipt_sha256": "4ff7afc364624ee0de17da1e9d1ef6619ecc44feeef38a68844803145f67eeeb" }, { "storm_id": "255379", "lat": 29.2752, "lon": -87.1076, "motion_east": 4.2, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2818.0, "ebshear": 11.0, "srh01": 32.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 52.7014 }, { "name": "alignment", "value": -1.7065 }, { "name": "tau", "value": 1.5377 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1137 }, "coherence_score": 1.5376672744750977, "coherence_diagnostics": { "tau": 1.5376672744750977, "grad_tau": 0.892534077167511, "torsion": 0.0, "alignment": -1.7065095901489258, "S_field": 0.18252302706241608, "Gamma_field": 1.021206021308899, "S_over_Gamma": 0.17873281240463257, "Da": 62.255306243896484, "E_coh": 0.35550248622894287, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.16, 29.32 ], [ -87.08, 29.27 ], [ -87.07, 29.29 ], [ -87.05, 29.3 ], [ -87.05, 29.31 ], [ -87.03, 29.32 ], [ -87.01, 29.32 ], [ -87.0, 29.31 ], [ -87.01, 29.29 ], [ -87.05, 29.26 ], [ -87.06, 29.23 ], [ -87.1, 29.23 ], [ -87.12, 29.21 ], [ -87.13, 29.22 ], [ -87.16, 29.22 ], [ -87.18, 29.21 ], [ -87.22, 29.26 ], [ -87.22, 29.28 ], [ -87.2, 29.3 ], [ -87.2, 29.31 ], [ -87.16, 29.32 ] ] ] }, "raw_probability": 0.1137, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "23a9fc3a874baedabe591a198078e5b8e1e98ad2e16cc8380d9d30f4ce0888de", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1137, "probability": 0.001944, "confidence_lo": 0.001916, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5a2824c609deae246c68d6b41cae2d8701102ce4b36bffd94b437065d58377b7", "signature": { "alg": "ed25519", "sig": "c9a80394ea5f7dc4e0197aa2ef1432392b694a67165f2b5861ffe9be6f96054b2a9b03c987edc237a60c68d49178e50c40af796ba59c7e0dc63df83d01cb3c09" } }, "receipt_sha256": "5a2824c609deae246c68d6b41cae2d8701102ce4b36bffd94b437065d58377b7" }, { "storm_id": "256748", "lat": 41.8656, "lon": -81.3744, "motion_east": 3.6, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1426.0, "ebshear": 43.0, "srh01": 80.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 80.0 }, { "name": "hrrr_pwat", "value": 40.8264 }, { "name": "alignment", "value": -0.1725 }, { "name": "tau", "value": 1.2288 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1128 }, "coherence_score": 1.2288155555725098, "coherence_diagnostics": { "tau": 1.2288155555725098, "grad_tau": 0.2113446295261383, "torsion": 0.0, "alignment": -0.17253530025482178, "S_field": 0.15854616463184357, "Gamma_field": 0.42703941464424133, "S_over_Gamma": 0.37126821279525757, "Da": 25.34906578063965, "E_coh": 0.10302324593067169, "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": [ [ [ -81.4, 41.91 ], [ -81.36, 41.91 ], [ -81.32, 41.87 ], [ -81.32, 41.83 ], [ -81.34, 41.81 ], [ -81.39, 41.82 ], [ -81.42, 41.84 ], [ -81.42, 41.89 ], [ -81.4, 41.91 ] ] ] }, "raw_probability": 0.1128, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9cd31be4c4eff0f248661c0f4e69606e2add17f14d9490dd40612944df0855ee", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1128, "probability": 0.001943, "confidence_lo": 0.00167, "confidence_hi": 0.001944, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fbaa8b829774fdacea1f46fd57b4a75e93a9532b9ca765e19b4f723b1e2126f4", "signature": { "alg": "ed25519", "sig": "8b0937bb486eabb8c536040f579072f6b8b2624a84f78d9714fdbab4185cade663690848340cfb2579930b6eddcce5d8baad61af00b7743d8b3c18846c40460f" } }, "receipt_sha256": "fbaa8b829774fdacea1f46fd57b4a75e93a9532b9ca765e19b4f723b1e2126f4" }, { "storm_id": "256635", "lat": 35.366, "lon": -75.052, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2568.0, "ebshear": 22.0, "srh01": 24.0, "maxllaz": 0.001, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 61.3264 }, { "name": "alignment", "value": -3.0537 }, { "name": "tau", "value": 3.4451 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1115 }, "coherence_score": 3.4451498985290527, "coherence_diagnostics": { "tau": 3.4451498985290527, "grad_tau": 0.01214845385402441, "torsion": 0.0, "alignment": -3.0536553859710693, "S_field": 0.7158946990966797, "Gamma_field": 0.24287272989749908, "S_over_Gamma": 2.9476125240325928, "Da": 15.146162986755371, "E_coh": 0.9010329246520996, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.08, 35.41 ], [ -75.02, 35.4 ], [ -75.01, 35.38 ], [ -75.01, 35.34 ], [ -75.02, 35.32 ], [ -75.04, 35.33 ], [ -75.08, 35.33 ], [ -75.09, 35.35 ], [ -75.09, 35.39 ], [ -75.08, 35.41 ] ] ] }, "raw_probability": 0.1115, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "29551fcc34921a414a90b6943c142be7046a0751708b5c82ead69170b1711879", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1115, "probability": 0.001932, "confidence_lo": 0.00167, "confidence_hi": 0.001932, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1e695fa84fb08b4f005a0cb0907e6738f2200f129f3f9072257e4c4aadf224b7", "signature": { "alg": "ed25519", "sig": "441485841467633bf31744a552726df4d5e94759e9e0b492e3a640f35c756ea5d87d2566d25919f7b6894c84104e417b64a8cbd9c543e42ab00d50b392baf309" } }, "receipt_sha256": "1e695fa84fb08b4f005a0cb0907e6738f2200f129f3f9072257e4c4aadf224b7" }, { "storm_id": "256655", "lat": 48.025, "lon": -71.5175, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 537.0, "ebshear": 24.0, "srh01": 56.0, "maxllaz": 0.004, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 32.9514 }, { "name": "alignment", "value": -5.4493 }, { "name": "tau", "value": 0.8728 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1107 }, "coherence_score": 0.8727720975875854, "coherence_diagnostics": { "tau": 0.8727720975875854, "grad_tau": 0.2907526195049286, "torsion": 0.0, "alignment": -5.44933557510376, "S_field": 0.33096542954444885, "Gamma_field": 0.2337060570716858, "S_over_Gamma": 1.416161060333252, "Da": 13.854253768920898, "E_coh": 0.5746196508407593, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.52, 48.06 ], [ -71.48, 48.05 ], [ -71.48, 48.02 ], [ -71.5, 48.0 ], [ -71.5, 47.99 ], [ -71.57, 47.99 ], [ -71.57, 48.03 ], [ -71.52, 48.06 ] ] ] }, "raw_probability": 0.1107, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "50ec91b2bda684dec3d48268553be27a229046df0570c153ac1f12e9e34d075c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1107, "probability": 0.001932, "confidence_lo": 0.00167, "confidence_hi": 0.001932, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "796197917fd1133903ab5091cbcb41d0680c4d93f09126f7d7d2ccaa96639dd6", "signature": { "alg": "ed25519", "sig": "0834f3ec08c5f26c92760604277960c32f995e7e76d2588342fc1c20aa4b9932cad055898fa88b4527eea7c848bc6630816d68500cd1f80d85a9165ca64af50f" } }, "receipt_sha256": "796197917fd1133903ab5091cbcb41d0680c4d93f09126f7d7d2ccaa96639dd6" }, { "storm_id": "256803", "lat": 32.04, "lon": -81.7555, "motion_east": 4.6, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2586.0, "ebshear": 19.0, "srh01": 15.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 57.8264 }, { "name": "alignment", "value": -2.0669 }, { "name": "tau", "value": 3.1187 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1099 }, "coherence_score": 3.11873459815979, "coherence_diagnostics": { "tau": 3.11873459815979, "grad_tau": 0.20547567307949066, "torsion": 0.0, "alignment": -2.066852331161499, "S_field": 0.7030516862869263, "Gamma_field": 0.24037273228168488, "S_over_Gamma": 2.924839496612549, "Da": 15.787835121154785, "E_coh": 0.7768265008926392, "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": [ [ [ -81.76, 32.09 ], [ -81.73, 32.08 ], [ -81.7, 32.04 ], [ -81.7, 32.03 ], [ -81.73, 31.99 ], [ -81.77, 31.99 ], [ -81.78, 32.0 ], [ -81.78, 32.02 ], [ -81.8, 32.04 ], [ -81.8, 32.07 ], [ -81.76, 32.09 ] ] ] }, "raw_probability": 0.1099, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "80488a17158bba9de8c47d8598d6e9cae0e08d9c3444eff4e3566a1ed2f208f5", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1099, "probability": 0.001926, "confidence_lo": 0.00167, "confidence_hi": 0.001927, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2860bb0c7afc8617d72949aca4824bff0906e96f671132f6f398ab913a4a671b", "signature": { "alg": "ed25519", "sig": "bf5ba719ab4116f7b8a78b166545f0654fe79ef3badbf3966b2429596dca12960cbb8e375d37e8024c3032202f89aee41007abe0c9aa4ad310a323858b873a0c" } }, "receipt_sha256": "2860bb0c7afc8617d72949aca4824bff0906e96f671132f6f398ab913a4a671b" }, { "storm_id": "256871", "lat": 29.1677, "lon": -85.8557, "motion_east": 4.5, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3175.0, "ebshear": 19.0, "srh01": 39.0, "maxllaz": 0.003, "mesh": 0.15, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 52.7014 }, { "name": "alignment", "value": -1.7812 }, { "name": "tau", "value": 2.156 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1096 }, "coherence_score": 2.155970573425293, "coherence_diagnostics": { "tau": 2.155970573425293, "grad_tau": 0.9530158638954163, "torsion": 0.0, "alignment": -1.781233787536621, "S_field": 0.5199337005615234, "Gamma_field": 0.24203938245773315, "S_over_Gamma": 2.148136854171753, "Da": 13.22341537475586, "E_coh": 0.863825798034668, "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": [ [ [ -85.74, 29.35 ], [ -85.7, 29.35 ], [ -85.68, 29.33 ], [ -85.68, 29.26 ], [ -85.73, 29.22 ], [ -85.72, 29.19 ], [ -85.69, 29.15 ], [ -85.72, 29.09 ], [ -85.74, 29.07 ], [ -85.78, 29.07 ], [ -85.9, 29.13 ], [ -85.92, 29.11 ], [ -85.92, 29.07 ], [ -85.93, 29.05 ], [ -86.0, 28.98 ], [ -86.05, 28.98 ], [ -86.09, 29.02 ], [ -86.09, 29.07 ], [ -86.07, 29.09 ], [ -86.07, 29.1 ], [ -86.04, 29.13 ], [ -86.02, 29.13 ], [ -85.98, 29.15 ], [ -85.96, 29.14 ], [ -85.9, 29.14 ], [ -85.88, 29.15 ], [ -85.84, 29.19 ], [ -85.79, 29.19 ], [ -85.77, 29.2 ], [ -85.75, 29.22 ], [ -85.77, 29.26 ], [ -85.77, 29.3 ], [ -85.76, 29.31 ], [ -85.76, 29.33 ], [ -85.74, 29.35 ] ] ] }, "raw_probability": 0.1096, "confidence_lo": 0.0017, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "87c7db81f4ecbc6d7499e02f23bf1ef3ee8992f292fc3fbe43d34d7664848bf3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1096, "probability": 0.001926, "confidence_lo": 0.00167, "confidence_hi": 0.001927, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7315f93360077dfbe16675b533f463dc2cb3ad7ae618873e69229d2c4fc10696", "signature": { "alg": "ed25519", "sig": "bf1c2be07a17afecbf70ea0e3d347b560a48f415dc6fa5522411a583833e66fb9b4f5457e85a5a518fcd7238de7638d11d9a731e7a4b510018b43860eec10409" } }, "receipt_sha256": "7315f93360077dfbe16675b533f463dc2cb3ad7ae618873e69229d2c4fc10696" }, { "storm_id": "256561", "lat": 42.5103, "lon": -81.55, "motion_east": 1.7, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 294.0, "ebshear": 44.0, "srh01": 73.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 37.5764 }, { "name": "alignment", "value": 1.7205 }, { "name": "tau", "value": 1.1688 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.1048 }, "coherence_score": 1.168845295906067, "coherence_diagnostics": { "tau": 1.168845295906067, "grad_tau": 0.12302761524915695, "torsion": 0.0, "alignment": 1.7205215692520142, "S_field": 0.18303102254867554, "Gamma_field": 0.22870604693889618, "S_over_Gamma": 0.8002893924713135, "Da": 13.410038948059082, "E_coh": 0.21581873297691345, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.45, 42.71 ], [ -81.42, 42.71 ], [ -81.4, 42.69 ], [ -81.4, 42.64 ], [ -81.42, 42.62 ], [ -81.42, 42.6 ], [ -81.44, 42.57 ], [ -81.43, 42.53 ], [ -81.48, 42.46 ], [ -81.53, 42.45 ], [ -81.55, 42.42 ], [ -81.54, 42.41 ], [ -81.54, 42.26 ], [ -81.55, 42.24 ], [ -81.61, 42.24 ], [ -81.63, 42.26 ], [ -81.63, 42.29 ], [ -81.65, 42.33 ], [ -81.65, 42.38 ], [ -81.75, 42.45 ], [ -81.76, 42.47 ], [ -81.76, 42.5 ], [ -81.71, 42.54 ], [ -81.65, 42.54 ], [ -81.63, 42.53 ], [ -81.58, 42.62 ], [ -81.54, 42.64 ], [ -81.52, 42.64 ], [ -81.48, 42.68 ], [ -81.48, 42.69 ], [ -81.45, 42.71 ] ] ] }, "raw_probability": 0.1048, "confidence_lo": 0.0012, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9e720b257ce6a8eb413abbc42d450679dc416da390a40b989c26e163cccf4f91", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.1048, "probability": 0.001389, "confidence_lo": 0.001219, "confidence_hi": 0.00139, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a80fcaf72061d49320e4147718702f54b68b77babbefabc0fdc07826d4de85f9", "signature": { "alg": "ed25519", "sig": "c70432d6b0ac0711f7a3fbc7da3519dde5659a627bd236dc1f86045f609765d69904f49e2722d1bfc6330f5158b0cdb18cda908c10aad16b46cebd37830c740e" } }, "receipt_sha256": "a80fcaf72061d49320e4147718702f54b68b77babbefabc0fdc07826d4de85f9" }, { "storm_id": "256548", "lat": 47.8992, "lon": -69.1008, "motion_east": 2.6, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1044.0, "ebshear": 20.0, "srh01": 59.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": -4.2506 }, { "name": "tau", "value": 0.6422 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.103 }, "coherence_score": 0.642208456993103, "coherence_diagnostics": { "tau": 0.642208456993103, "grad_tau": 0.24487338960170746, "torsion": 0.0, "alignment": -4.25056791305542, "S_field": 0.3676742911338806, "Gamma_field": 0.33953940868377686, "S_over_Gamma": 1.0828619003295898, "Da": 21.7091064453125, "E_coh": 0.713176965713501, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.11, 47.96 ], [ -69.06, 47.96 ], [ -69.05, 47.95 ], [ -69.05, 47.88 ], [ -69.08, 47.85 ], [ -69.1, 47.85 ], [ -69.11, 47.84 ], [ -69.13, 47.85 ], [ -69.13, 47.88 ], [ -69.14, 47.89 ], [ -69.14, 47.92 ], [ -69.11, 47.96 ] ] ] }, "raw_probability": 0.103, "confidence_lo": 0.0012, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "73a0f04db0fb0b0cda22ffe8c11c86610730ccb9ed30f347d2f617d8a39a3fa2", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.103, "probability": 0.001389, "confidence_lo": 0.001219, "confidence_hi": 0.00139, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "461160a051c446a44649c0bd16de0dd51aecf172e20abb4d1e9d903f64132754", "signature": { "alg": "ed25519", "sig": "8f60c0c40f79ed968516fb4a0106cc0a80162f97072e0f7f9d8158ec2e9ffc4943355dd23e62f1185c4641217c9a79c9272d1bd45c06a6dc285faaf515ce3306" } }, "receipt_sha256": "461160a051c446a44649c0bd16de0dd51aecf172e20abb4d1e9d903f64132754" }, { "storm_id": "256680", "lat": 29.0613, "lon": -85.2467, "motion_east": 4.4, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3136.0, "ebshear": 22.0, "srh01": 26.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 54.3264 }, { "name": "alignment", "value": -2.4574 }, { "name": "tau", "value": 2.7874 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0997 }, "coherence_score": 2.7873668670654297, "coherence_diagnostics": { "tau": 2.7873668670654297, "grad_tau": 0.5980870127677917, "torsion": 0.0, "alignment": -2.4574320316314697, "S_field": 1.287186861038208, "Gamma_field": 0.22037272155284882, "S_over_Gamma": 5.840953826904297, "Da": 12.018506050109863, "E_coh": 0.9676102995872498, "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": [ [ [ -85.23, 29.15 ], [ -85.19, 29.15 ], [ -85.18, 29.14 ], [ -85.18, 29.07 ], [ -85.19, 29.06 ], [ -85.2, 29.01 ], [ -85.23, 28.99 ], [ -85.28, 28.99 ], [ -85.29, 29.0 ], [ -85.31, 29.0 ], [ -85.32, 29.01 ], [ -85.32, 29.05 ], [ -85.29, 29.06 ], [ -85.26, 29.09 ], [ -85.23, 29.15 ] ] ] }, "raw_probability": 0.0997, "confidence_lo": 0.0012, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "dfd183b0d6bdf09607fe6cb4791b239511a3858ce7012bd3fb11c0a61054ad81", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0997, "probability": 0.001389, "confidence_lo": 0.001219, "confidence_hi": 0.00139, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae2eea41321d023956dec5de0df3e3e93e18b03feea15a671d4321b5449c2351", "signature": { "alg": "ed25519", "sig": "ec18c78796a471723b570b886fbe9adc3fb8473e2e3ccce393d72699a4ae524d9f825e63c0a0067258d602205854d98704c021b6c192b3c22a3a1069d7e3780e" } }, "receipt_sha256": "ae2eea41321d023956dec5de0df3e3e93e18b03feea15a671d4321b5449c2351" }, { "storm_id": "256413", "lat": 28.7291, "lon": -87.5782, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3642.0, "ebshear": 11.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.22, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 55.0764 }, { "name": "alignment", "value": -4.5022 }, { "name": "tau", "value": 1.5872 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0981 }, "coherence_score": 1.5872312784194946, "coherence_diagnostics": { "tau": 1.5872312784194946, "grad_tau": 0.6867228150367737, "torsion": 0.0, "alignment": -4.502236843109131, "S_field": 0.39782312512397766, "Gamma_field": 0.8003727793693542, "S_over_Gamma": 0.4970473051071167, "Da": 52.47657775878906, "E_coh": 0.9080464839935303, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.59, 28.78 ], [ -87.57, 28.78 ], [ -87.53, 28.75 ], [ -87.54, 28.73 ], [ -87.54, 28.7 ], [ -87.55, 28.7 ], [ -87.57, 28.68 ], [ -87.62, 28.68 ], [ -87.63, 28.7 ], [ -87.63, 28.74 ], [ -87.59, 28.78 ] ] ] }, "raw_probability": 0.0981, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "20800d9747a33807952c93c572a8e0aebf9fd0252d45a21bdf751a93eca54644", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0981, "probability": 0.001348, "confidence_lo": 0.001219, "confidence_hi": 0.001348, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2a43f3ed6d3d49b10fac7ac3aa4c973e32650bf6d28af1cdd2a488e3769cd608", "signature": { "alg": "ed25519", "sig": "d9d0b3747b0dac2e3cd27f7ac8a587c468b232eec1d689d2de3756990c3a122e1fa315992af0ca1014fdb4de200b7e787c40f1da69ed8127a9ff6f3bdfe88800" } }, "receipt_sha256": "2a43f3ed6d3d49b10fac7ac3aa4c973e32650bf6d28af1cdd2a488e3769cd608" }, { "storm_id": "256687", "lat": 45.6618, "lon": -74.73, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 749.0, "ebshear": 35.0, "srh01": 49.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 45.3264 }, { "name": "alignment", "value": -0.9784 }, { "name": "tau", "value": 1.5283 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0962 }, "coherence_score": 1.5282515287399292, "coherence_diagnostics": { "tau": 1.5282515287399292, "grad_tau": 0.22454436123371124, "torsion": 0.0, "alignment": -0.9784455299377441, "S_field": 0.47776126861572266, "Gamma_field": 0.16787272691726685, "S_over_Gamma": 2.845973014831543, "Da": 10.276932716369629, "E_coh": 0.7897180318832397, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.74, 45.72 ], [ -74.69, 45.72 ], [ -74.68, 45.7 ], [ -74.68, 45.67 ], [ -74.71, 45.63 ], [ -74.72, 45.6 ], [ -74.74, 45.58 ], [ -74.79, 45.58 ], [ -74.78, 45.66 ], [ -74.76, 45.7 ], [ -74.74, 45.72 ] ] ] }, "raw_probability": 0.0962, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7a024a7832e4f1364237cb0fc2a137b00e3b345ab943f941af11f66d9b1bdf9a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0962, "probability": 0.001293, "confidence_lo": 0.001219, "confidence_hi": 0.001293, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "86052961ec9e9e7df59a7767c7be7c7221f57191e29e5f70878316a32cb48b4f", "signature": { "alg": "ed25519", "sig": "80721b5301913d35e6688d4d4b59864e20f0762e9f7ddd158f04f1517890dbb798ab0bb89599c945b91e1533a2a06d387236c27713acff56998adacdd092650b" } }, "receipt_sha256": "86052961ec9e9e7df59a7767c7be7c7221f57191e29e5f70878316a32cb48b4f" }, { "storm_id": "255881", "lat": 31.3556, "lon": -86.0578, "motion_east": 7.6, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3139.0, "ebshear": 24.0, "srh01": 39.0, "maxllaz": 0.005, "mesh": 0.44, "flash_rate": 25.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 37.8264 }, { "name": "alignment", "value": 1.9214 }, { "name": "tau", "value": 1.3234 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.094 }, "coherence_score": 1.3233709335327148, "coherence_diagnostics": { "tau": 1.3233709335327148, "grad_tau": 0.5004009008407593, "torsion": 0.0, "alignment": 1.9213694334030151, "S_field": 0.22265198826789856, "Gamma_field": 0.4695394039154053, "S_over_Gamma": 0.474192351102829, "Da": 28.01201629638672, "E_coh": 0.6989522576332092, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.08, 31.39 ], [ -86.03, 31.39 ], [ -86.01, 31.37 ], [ -86.01, 31.33 ], [ -86.04, 31.31 ], [ -86.07, 31.31 ], [ -86.1, 31.34 ], [ -86.1, 31.37 ], [ -86.08, 31.39 ] ] ] }, "raw_probability": 0.094, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a0595fff5451d90bb43b42ee91835cf3718129d1791e8cd8e56b71e3712f4bfa", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.094, "probability": 0.001293, "confidence_lo": 0.001219, "confidence_hi": 0.001293, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1ae11cbc24c0ea3af05aece2951bdf12d77fbd8e11dc53d9d3d71475ec33055f", "signature": { "alg": "ed25519", "sig": "8ff07c9a4acc6b5375e1fc0cc46929ad99c6bdc55b0d6340c6523da125aa1f1dd6a69cb891f48aef7bbda28fcd58b27cb7c878ca20e6a8c241dad8291e552303" } }, "receipt_sha256": "1ae11cbc24c0ea3af05aece2951bdf12d77fbd8e11dc53d9d3d71475ec33055f" }, { "storm_id": "256874", "lat": 28.639, "lon": -91.71, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1381.0, "ebshear": 21.0, "srh01": 55.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 48.7014 }, { "name": "alignment", "value": -1.1972 }, { "name": "tau", "value": 1.406 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0936 }, "coherence_score": 1.4060289859771729, "coherence_diagnostics": { "tau": 1.4060289859771729, "grad_tau": 0.46434536576271057, "torsion": 0.0, "alignment": -1.1971604824066162, "S_field": 0.4770743250846863, "Gamma_field": 0.598706066608429, "S_over_Gamma": 0.7968423366546631, "Da": 36.669986724853516, "E_coh": 0.8797978758811951, "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": [ [ [ -91.71, 28.67 ], [ -91.68, 28.67 ], [ -91.66, 28.64 ], [ -91.66, 28.62 ], [ -91.7, 28.59 ], [ -91.76, 28.59 ], [ -91.76, 28.62 ], [ -91.74, 28.66 ], [ -91.72, 28.66 ], [ -91.71, 28.67 ] ] ] }, "raw_probability": 0.0936, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ddfc855f269df37340e17dffb53c8147fc01d4a54bc46f7f597f04a94d27e0aa", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0936, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "29da4ec612ad01de437e70fcd749b2b3dab6273b9bcd00e755575fe743be80af", "signature": { "alg": "ed25519", "sig": "3237e193291f8eeb876b4e88a070269333c24c168a290677d0a0f596b675194993629e55399c5102922a94172acb48d97010410ded5303bead2ea1ae47e72702" } }, "receipt_sha256": "29da4ec612ad01de437e70fcd749b2b3dab6273b9bcd00e755575fe743be80af" }, { "storm_id": "256838", "lat": 48.8183, "lon": -66.2508, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 314.0, "ebshear": 26.0, "srh01": 90.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": 0.0 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0927 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.0, "torsion": 0.0, "alignment": 0.0, "S_field": 0.12021539360284805, "Gamma_field": 0.15703938901424408, "S_over_Gamma": 0.7655110955238342, "Da": 10.154412269592285, "E_coh": 0.49483948945999146, "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": [ [ [ -66.27, 48.86 ], [ -66.25, 48.86 ], [ -66.22, 48.84 ], [ -66.22, 48.82 ], [ -66.21, 48.81 ], [ -66.21, 48.79 ], [ -66.22, 48.78 ], [ -66.27, 48.78 ], [ -66.28, 48.79 ], [ -66.3, 48.79 ], [ -66.29, 48.84 ], [ -66.27, 48.86 ] ] ] }, "raw_probability": 0.0927, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7af94db9c38615259b430b4f8e7e785771e8485336e1582729d29f23ad121ced", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0927, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bb8b5d95dd564a2a1cc82bd1c86bfccd0952193b21a2ddb238137cdd8b940dbc", "signature": { "alg": "ed25519", "sig": "f834910403b5b1798f300d797acaf17c8b76823c137bfc91d67059c9c9f5a8e0d45037792e7d07cb9e7baf46715c11c89936fbca025513add008f3d21ae35206" } }, "receipt_sha256": "bb8b5d95dd564a2a1cc82bd1c86bfccd0952193b21a2ddb238137cdd8b940dbc" }, { "storm_id": "256578", "lat": 29.0544, "lon": -87.35, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2904.0, "ebshear": 13.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 52.7014 }, { "name": "alignment", "value": -1.7065 }, { "name": "tau", "value": 1.5377 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0909 }, "coherence_score": 1.5376672744750977, "coherence_diagnostics": { "tau": 1.5376672744750977, "grad_tau": 0.892534077167511, "torsion": 0.0, "alignment": -1.7065095901489258, "S_field": 0.18252302706241608, "Gamma_field": 1.021206021308899, "S_over_Gamma": 0.17873281240463257, "Da": 62.255306243896484, "E_coh": 0.35550248622894287, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.34, 29.11 ], [ -87.3, 29.09 ], [ -87.29, 29.05 ], [ -87.32, 29.01 ], [ -87.37, 29.0 ], [ -87.39, 29.01 ], [ -87.4, 29.03 ], [ -87.4, 29.08 ], [ -87.34, 29.11 ] ] ] }, "raw_probability": 0.0909, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9194f3223788d89e303762bab8fdf44fb3f3b229c14e18288d530149e4060e29", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0909, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3501b605b1c282d41812e850830ed5221c401b5649fdfb56ed887f23a43393b7", "signature": { "alg": "ed25519", "sig": "bf0a6cd959673f0e01f2b8cf2f996a884fd06f6483cf604debd0beb89defaf0c0900e7f08d3e0ad68c51951c6b6378ea4053db0e9a00e3b4e3a526a563dac80f" } }, "receipt_sha256": "3501b605b1c282d41812e850830ed5221c401b5649fdfb56ed887f23a43393b7" }, { "storm_id": "256733", "lat": 28.55, "lon": -91.8233, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1454.0, "ebshear": 22.0, "srh01": 66.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 66.0 }, { "name": "hrrr_pwat", "value": 44.2014 }, { "name": "alignment", "value": 1.4276 }, { "name": "tau", "value": 1.4995 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0899 }, "coherence_score": 1.4994869232177734, "coherence_diagnostics": { "tau": 1.4994869232177734, "grad_tau": 0.581249475479126, "torsion": 0.0, "alignment": 1.4276347160339355, "S_field": 0.1270517110824585, "Gamma_field": 0.7787061333656311, "S_over_Gamma": 0.16315744817256927, "Da": 44.72491455078125, "E_coh": 0.8060494661331177, "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": [ [ [ -91.83, 28.58 ], [ -91.8, 28.58 ], [ -91.79, 28.57 ], [ -91.79, 28.54 ], [ -91.8, 28.52 ], [ -91.83, 28.5 ], [ -91.87, 28.53 ], [ -91.87, 28.55 ], [ -91.83, 28.58 ] ] ] }, "raw_probability": 0.0899, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ee77c4d15e88f16d7f63fb2794e982e846241b423fe60cfa9b368afe04dccdf7", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0899, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9aee29e0faa32639d9088bb0d1b3403c199dbc9faa14011c274f6238ed5d614c", "signature": { "alg": "ed25519", "sig": "69e6b5b07c32a39cba9959605d4f3efb836b5920bce9c5da2888113f3f364653847ea5286901a9976120ac48c74b6271af7b8960bdab5f19c6951b92d4256105" } }, "receipt_sha256": "9aee29e0faa32639d9088bb0d1b3403c199dbc9faa14011c274f6238ed5d614c" }, { "storm_id": "256891", "lat": 45.0112, "lon": -78.8762, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 98.0, "ebshear": 24.0, "srh01": 3.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 39.9514 }, { "name": "alignment", "value": -2.8103 }, { "name": "tau", "value": 1.0389 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0889 }, "coherence_score": 1.0389435291290283, "coherence_diagnostics": { "tau": 1.0389435291290283, "grad_tau": 0.1538330763578415, "torsion": 0.0, "alignment": -2.810289144515991, "S_field": 0.21162891387939453, "Gamma_field": 0.1595393866300583, "S_over_Gamma": 1.3264994621276855, "Da": 10.085695266723633, "E_coh": 0.6813703775405884, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.89, 45.04 ], [ -78.84, 45.04 ], [ -78.84, 44.99 ], [ -78.86, 44.98 ], [ -78.89, 44.98 ], [ -78.9, 44.99 ], [ -78.9, 45.03 ], [ -78.89, 45.04 ] ] ] }, "raw_probability": 0.0889, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e531f66cba9236a2d674d089ddbcf808078e2766b9354564c0aa8d4bfed405d9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0889, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6ccfb92edcf87298da816764ced3dedcb1c01c8a35e51626b86fa1f6e58ffa3f", "signature": { "alg": "ed25519", "sig": "b7c7d06a86142eebc73251ac88aa0d735b9bf7060891f38d8df17740309224ccfb359925a0cf8b49636e35c7d5aa9f329940909269426d1fe68a8c36cb644a01" } }, "receipt_sha256": "6ccfb92edcf87298da816764ced3dedcb1c01c8a35e51626b86fa1f6e58ffa3f" }, { "storm_id": "256824", "lat": 35.5343, "lon": -76.95, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2716.0, "ebshear": 17.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 56.5764 }, { "name": "alignment", "value": -2.0013 }, { "name": "tau", "value": 3.5016 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0886 }, "coherence_score": 3.5015618801116943, "coherence_diagnostics": { "tau": 3.5015618801116943, "grad_tau": 0.10100893676280975, "torsion": 0.0, "alignment": -2.0012550354003906, "S_field": 0.4669836163520813, "Gamma_field": 0.18703939020633698, "S_over_Gamma": 2.4967126846313477, "Da": 11.528814315795898, "E_coh": 0.8803889155387878, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.98, 35.57 ], [ -76.92, 35.57 ], [ -76.91, 35.55 ], [ -76.91, 35.49 ], [ -76.97, 35.49 ], [ -76.98, 35.5 ], [ -76.98, 35.57 ] ] ] }, "raw_probability": 0.0886, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "92a89d1e782f4e567900a78fee03668e15d76857c2659d92d5eaf6a29b2a13e0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0886, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "38939012a59e308ba201a1daf8132ea1acff97966415bd798da03bff2c308431", "signature": { "alg": "ed25519", "sig": "a1c63395e1bb9c5b5388e58bb6ffc9ec7d8dfa0b942fd9240c3914491d8e29a4a8831082a200218b3696d84f19ec032dc373f3e413277d84b995afcd3d1d0f0d" } }, "receipt_sha256": "38939012a59e308ba201a1daf8132ea1acff97966415bd798da03bff2c308431" }, { "storm_id": "256908", "lat": 31.056, "lon": -82.714, "motion_east": 7.5, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2560.0, "ebshear": 17.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 67.5764 }, { "name": "alignment", "value": 3.8867 }, { "name": "tau", "value": 3.0353 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0885 }, "coherence_score": 3.035336494445801, "coherence_diagnostics": { "tau": 3.035336494445801, "grad_tau": 0.30251312255859375, "torsion": 0.0, "alignment": 3.8867156505584717, "S_field": 1.0485975742340088, "Gamma_field": 0.21370606124401093, "S_over_Gamma": 4.906728267669678, "Da": 12.722210884094238, "E_coh": 0.8859384059906006, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.72, 31.09 ], [ -82.68, 31.07 ], [ -82.68, 31.04 ], [ -82.69, 31.02 ], [ -82.73, 31.02 ], [ -82.72, 31.03 ], [ -82.72, 31.05 ], [ -82.74, 31.07 ], [ -82.74, 31.08 ], [ -82.72, 31.09 ] ] ] }, "raw_probability": 0.0885, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "35885584a111431504cf34b51b8261bac59b43a26d81540ff61d8ca3238e3188", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0885, "probability": 0.001277, "confidence_lo": 0.001219, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "065b2cc8f38ff57b01170d426e88a1b99503aeb6367b484e5ab2ee5aaf78651a", "signature": { "alg": "ed25519", "sig": "8027e57e574009f0d01a5f8ddf1c0a45d5729cf3ae04b78aa441cc69bb30e34af1bb63fa0166ba84f039e75c67a54244b40f954cbb38e2039115ba8641d75200" } }, "receipt_sha256": "065b2cc8f38ff57b01170d426e88a1b99503aeb6367b484e5ab2ee5aaf78651a" }, { "storm_id": "256259", "lat": 47.5862, "lon": -66.1863, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 621.0, "ebshear": 21.0, "srh01": 39.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 36.0764 }, { "name": "alignment", "value": -5.5642 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0865 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2625023126602173, "torsion": 0.0, "alignment": -5.564226150512695, "S_field": 0.1974457949399948, "Gamma_field": 0.59537273645401, "S_over_Gamma": 0.33163392543792725, "Da": 38.67597961425781, "E_coh": 0.16683122515678406, "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": [ [ [ -66.23, 47.62 ], [ -66.15, 47.62 ], [ -66.14, 47.61 ], [ -66.14, 47.56 ], [ -66.16, 47.55 ], [ -66.21, 47.55 ], [ -66.23, 47.56 ], [ -66.23, 47.62 ] ] ] }, "raw_probability": 0.0865, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ceb2d6de37e16f1ef84ea606bb1dfc23e1bbc90af9c355cdd2d442c3bad1f08e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0865, "probability": 0.001277, "confidence_lo": 0.001012, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "45cedb37950e1a49e42c5b9e55276d799043f6efb1aa46438748d9b2ae1164ed", "signature": { "alg": "ed25519", "sig": "751db8b9400947b0a6e08368b67f3d603279a9e21cc78ee5e0b6fcd1f41db865bdbdf2d717ffd1058c88fb5299273b09a0818abceb96eb5b66ac3f1c81f76501" } }, "receipt_sha256": "45cedb37950e1a49e42c5b9e55276d799043f6efb1aa46438748d9b2ae1164ed" }, { "storm_id": "256737", "lat": 47.71, "lon": -66.508, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 585.0, "ebshear": 20.0, "srh01": 40.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 36.0764 }, { "name": "alignment", "value": -5.5642 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0858 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2625023126602173, "torsion": 0.0, "alignment": -5.564226150512695, "S_field": 0.1974457949399948, "Gamma_field": 0.59537273645401, "S_over_Gamma": 0.33163392543792725, "Da": 38.67597961425781, "E_coh": 0.16683122515678406, "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": [ [ [ -66.53, 47.75 ], [ -66.49, 47.75 ], [ -66.46, 47.73 ], [ -66.46, 47.69 ], [ -66.47, 47.67 ], [ -66.53, 47.67 ], [ -66.54, 47.68 ], [ -66.54, 47.7 ], [ -66.53, 47.71 ], [ -66.53, 47.75 ] ] ] }, "raw_probability": 0.0858, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0858, "probability": 0.001277, "confidence_lo": 0.001012, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c6b90b9e5df3984273a8098e077a10fafe9405b06e4628b710718f3aa0916ea2", "signature": { "alg": "ed25519", "sig": "c714c9e23c9bcf7c7f8e07222ed2f086ce1ad5ee5c61160e45da0079fab8a86d80863dc81e742338afc971b95328bfbabdb52d3a6c44b58a2465dddfd4a04d05" } }, "receipt_sha256": "c6b90b9e5df3984273a8098e077a10fafe9405b06e4628b710718f3aa0916ea2" }, { "storm_id": "256884", "lat": 47.72, "lon": -66.3367, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 577.0, "ebshear": 21.0, "srh01": 39.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 36.0764 }, { "name": "alignment", "value": -5.5642 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0858 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2625023126602173, "torsion": 0.0, "alignment": -5.564226150512695, "S_field": 0.1974457949399948, "Gamma_field": 0.59537273645401, "S_over_Gamma": 0.33163392543792725, "Da": 38.67597961425781, "E_coh": 0.16683122515678406, "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": [ [ [ -66.35, 47.76 ], [ -66.34, 47.76 ], [ -66.32, 47.74 ], [ -66.28, 47.73 ], [ -66.28, 47.69 ], [ -66.3, 47.68 ], [ -66.35, 47.68 ], [ -66.37, 47.69 ], [ -66.36, 47.7 ], [ -66.37, 47.71 ], [ -66.37, 47.74 ], [ -66.35, 47.76 ] ] ] }, "raw_probability": 0.0858, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0858, "probability": 0.001277, "confidence_lo": 0.001012, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c6b90b9e5df3984273a8098e077a10fafe9405b06e4628b710718f3aa0916ea2", "signature": { "alg": "ed25519", "sig": "c714c9e23c9bcf7c7f8e07222ed2f086ce1ad5ee5c61160e45da0079fab8a86d80863dc81e742338afc971b95328bfbabdb52d3a6c44b58a2465dddfd4a04d05" } }, "receipt_sha256": "c6b90b9e5df3984273a8098e077a10fafe9405b06e4628b710718f3aa0916ea2" }, { "storm_id": "256269", "lat": 41.6083, "lon": -81.5283, "motion_east": 3.9, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1651.0, "ebshear": 34.0, "srh01": 61.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 40.8264 }, { "name": "alignment", "value": -0.1725 }, { "name": "tau", "value": 1.2288 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0856 }, "coherence_score": 1.2288155555725098, "coherence_diagnostics": { "tau": 1.2288155555725098, "grad_tau": 0.2113446295261383, "torsion": 0.0, "alignment": -0.17253530025482178, "S_field": 0.15854616463184357, "Gamma_field": 0.42703941464424133, "S_over_Gamma": 0.37126821279525757, "Da": 25.34906578063965, "E_coh": 0.10302324593067169, "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": [ [ [ -81.53, 41.67 ], [ -81.52, 41.66 ], [ -81.5, 41.66 ], [ -81.47, 41.63 ], [ -81.47, 41.58 ], [ -81.51, 41.54 ], [ -81.52, 41.52 ], [ -81.56, 41.53 ], [ -81.58, 41.56 ], [ -81.58, 41.64 ], [ -81.57, 41.64 ], [ -81.53, 41.67 ] ] ] }, "raw_probability": 0.0856, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0856, "probability": 0.001277, "confidence_lo": 0.001012, "confidence_hi": 0.001277, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "53076cdb627d148a97795a2852fc252b8b58bd8d8e1a07d664515f4b9a38da0d", "signature": { "alg": "ed25519", "sig": "76c204123740ec65371992231cf087a1ce5309f7f1d9599b1035755b2ae74786264736f0a5790b239407cf35b7bc965ce80d854f102aefc5bf56033c3431c40f" } }, "receipt_sha256": "53076cdb627d148a97795a2852fc252b8b58bd8d8e1a07d664515f4b9a38da0d" }, { "storm_id": "256299", "lat": 45.1822, "lon": -72.0533, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 558.0, "ebshear": 20.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 37.9514 }, { "name": "alignment", "value": -2.0289 }, { "name": "tau", "value": 1.3071 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0849 }, "coherence_score": 1.3070859909057617, "coherence_diagnostics": { "tau": 1.3070859909057617, "grad_tau": 0.12775585055351257, "torsion": 0.0, "alignment": -2.02889347076416, "S_field": 0.324266254901886, "Gamma_field": 0.3203727602958679, "S_over_Gamma": 1.0121530294418335, "Da": 19.788455963134766, "E_coh": 0.6988414525985718, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.08, 45.22 ], [ -72.03, 45.21 ], [ -72.01, 45.19 ], [ -72.01, 45.16 ], [ -72.03, 45.14 ], [ -72.06, 45.14 ], [ -72.09, 45.16 ], [ -72.09, 45.2 ], [ -72.08, 45.22 ] ] ] }, "raw_probability": 0.0849, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "cc1de2f0633cbac2a65d82ba31334767efaed67e09ebf59c1e7d3888cf49a896", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0849, "probability": 0.001263, "confidence_lo": 0.00097, "confidence_hi": 0.001263, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a1c5e3f2dcf7b46a0fb1249398f536a3c953be91a3b4df0b15b09d70eeb4ea1", "signature": { "alg": "ed25519", "sig": "0138d269c4bc8c24d0a467f22c74c1d1378f3d2f317f244133590c4fcb3e56ef5ac8bb2613e4e43d7b5b7e9965089cb3b17ed38bf39415295fb2abfff1fca408" } }, "receipt_sha256": "4a1c5e3f2dcf7b46a0fb1249398f536a3c953be91a3b4df0b15b09d70eeb4ea1" }, { "storm_id": "256550", "lat": 47.7338, "lon": -66.1713, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 577.0, "ebshear": 23.0, "srh01": 50.0, "maxllaz": 0.003, "mesh": 0.47, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 36.0764 }, { "name": "alignment", "value": -5.5642 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0836 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2625023126602173, "torsion": 0.0, "alignment": -5.564226150512695, "S_field": 0.1974457949399948, "Gamma_field": 0.59537273645401, "S_over_Gamma": 0.33163392543792725, "Da": 38.67597961425781, "E_coh": 0.16683122515678406, "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": [ [ [ -66.19, 47.76 ], [ -66.15, 47.76 ], [ -66.14, 47.75 ], [ -66.14, 47.7 ], [ -66.16, 47.69 ], [ -66.2, 47.7 ], [ -66.2, 47.75 ], [ -66.19, 47.76 ] ] ] }, "raw_probability": 0.0836, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "960a0e0a3c9c3e94e181fb58a6a454e5613985dee3043c93b629d2f592b5282d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0836, "probability": 0.001263, "confidence_lo": 0.00097, "confidence_hi": 0.001263, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2f777d17e48339045aa931d525a40fbeffa2d010ab42e3c63718f84e10bf571a", "signature": { "alg": "ed25519", "sig": "1e2f9fb2b4e0bc9bc1e2230d965de84418fb4f42776068882f72b0b40fda46d8bd4c77d44c060f2a3f1621fa12d2a3163be6f7d2d046834bc5dec20476b53a0c" } }, "receipt_sha256": "2f777d17e48339045aa931d525a40fbeffa2d010ab42e3c63718f84e10bf571a" }, { "storm_id": "256605", "lat": 37.1922, "lon": -73.3111, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2118.0, "ebshear": 16.0, "srh01": 57.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 59.3264 }, { "name": "alignment", "value": 3.1865 }, { "name": "tau", "value": 3.3506 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0836 }, "coherence_score": 3.350578784942627, "coherence_diagnostics": { "tau": 3.350578784942627, "grad_tau": 0.12204839289188385, "torsion": 0.0, "alignment": 3.1864748001098633, "S_field": 0.9565483331680298, "Gamma_field": 0.2520394027233124, "S_over_Gamma": 3.7952332496643066, "Da": 16.681987762451172, "E_coh": 0.9326103925704956, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.32, 37.23 ], [ -73.28, 37.22 ], [ -73.27, 37.2 ], [ -73.27, 37.18 ], [ -73.3, 37.15 ], [ -73.34, 37.15 ], [ -73.35, 37.16 ], [ -73.35, 37.21 ], [ -73.32, 37.23 ] ] ] }, "raw_probability": 0.0836, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "960a0e0a3c9c3e94e181fb58a6a454e5613985dee3043c93b629d2f592b5282d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0836, "probability": 0.001263, "confidence_lo": 0.00097, "confidence_hi": 0.001263, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2f777d17e48339045aa931d525a40fbeffa2d010ab42e3c63718f84e10bf571a", "signature": { "alg": "ed25519", "sig": "1e2f9fb2b4e0bc9bc1e2230d965de84418fb4f42776068882f72b0b40fda46d8bd4c77d44c060f2a3f1621fa12d2a3163be6f7d2d046834bc5dec20476b53a0c" } }, "receipt_sha256": "2f777d17e48339045aa931d525a40fbeffa2d010ab42e3c63718f84e10bf571a" }, { "storm_id": "256859", "lat": 34.7479, "lon": -82.7617, "motion_east": 6.6, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2400.0, "ebshear": 25.0, "srh01": 52.0, "maxllaz": 0.009, "mesh": 0.22, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 38.8264 }, { "name": "alignment", "value": 1.1046 }, { "name": "tau", "value": 1.667 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.0836 }, "coherence_score": 1.6669857501983643, "coherence_diagnostics": { "tau": 1.6669857501983643, "grad_tau": 0.39812761545181274, "torsion": 0.0, "alignment": 1.1046026945114136, "S_field": 0.1401088535785675, "Gamma_field": 0.23703938722610474, "S_over_Gamma": 0.5910783410072327, "Da": 13.917366981506348, "E_coh": 0.40520036220550537, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.76, 34.9 ], [ -82.71, 34.9 ], [ -82.69, 34.88 ], [ -82.69, 34.8 ], [ -82.68, 34.79 ], [ -82.68, 34.75 ], [ -82.7, 34.73 ], [ -82.7, 34.72 ], [ -82.74, 34.72 ], [ -82.77, 34.69 ], [ -82.77, 34.62 ], [ -82.79, 34.6 ], [ -82.81, 34.6 ], [ -82.85, 34.62 ], [ -82.85, 34.66 ], [ -82.83, 34.69 ], [ -82.8, 34.7 ], [ -82.78, 34.72 ], [ -82.78, 34.74 ], [ -82.79, 34.75 ], [ -82.79, 34.79 ], [ -82.78, 34.8 ], [ -82.78, 34.88 ], [ -82.76, 34.9 ] ] ] }, "raw_probability": 0.0836, "confidence_lo": 0.001, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "960a0e0a3c9c3e94e181fb58a6a454e5613985dee3043c93b629d2f592b5282d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0836, "probability": 0.001263, "confidence_lo": 0.00097, "confidence_hi": 0.001263, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2f777d17e48339045aa931d525a40fbeffa2d010ab42e3c63718f84e10bf571a", "signature": { "alg": "ed25519", "sig": "1e2f9fb2b4e0bc9bc1e2230d965de84418fb4f42776068882f72b0b40fda46d8bd4c77d44c060f2a3f1621fa12d2a3163be6f7d2d046834bc5dec20476b53a0c" } }, "receipt_sha256": "2f777d17e48339045aa931d525a40fbeffa2d010ab42e3c63718f84e10bf571a" }, { "storm_id": "256821", "lat": 36.7629, "lon": -76.5693, "motion_east": 4.2, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2425.0, "ebshear": 21.0, "srh01": 45.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 51.4514 }, { "name": "alignment", "value": -0.6481 }, { "name": "tau", "value": 3.3921 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0833 }, "coherence_score": 3.3921313285827637, "coherence_diagnostics": { "tau": 3.3921313285827637, "grad_tau": 0.20310485363006592, "torsion": 0.0, "alignment": -0.6481190919876099, "S_field": 0.6487582325935364, "Gamma_field": 0.18453939259052277, "S_over_Gamma": 3.515554189682007, "Da": 11.155189514160156, "E_coh": 0.7980548143386841, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.58, 36.81 ], [ -76.55, 36.81 ], [ -76.53, 36.8 ], [ -76.52, 36.79 ], [ -76.53, 36.77 ], [ -76.52, 36.75 ], [ -76.53, 36.73 ], [ -76.56, 36.71 ], [ -76.62, 36.71 ], [ -76.61, 36.73 ], [ -76.62, 36.74 ], [ -76.61, 36.75 ], [ -76.61, 36.77 ], [ -76.58, 36.81 ] ] ] }, "raw_probability": 0.0833, "confidence_lo": 0.001, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c5554679d8c49540a06e2ebaf88a72cd9cd0cab0608a8802719dc4f1cafd20ac", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0833, "probability": 0.001247, "confidence_lo": 0.000966, "confidence_hi": 0.001247, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a9d8c4ea895ee0be51f919257d57b5b2d4feeff4064818aea35410d1a17ca101", "signature": { "alg": "ed25519", "sig": "9c4fa5106ab39262f088bf67e849ec3d2a4798de6fbd3318da2007f2caf3a03f90fb2a0cc4c38c46ba024cefbecb137006b04be5749f0f971b2a9257a81aef02" } }, "receipt_sha256": "a9d8c4ea895ee0be51f919257d57b5b2d4feeff4064818aea35410d1a17ca101" }, { "storm_id": "256842", "lat": 47.0113, "lon": -70.3187, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 963.0, "ebshear": 24.0, "srh01": 63.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 63.0 }, { "name": "hrrr_pwat", "value": 34.2014 }, { "name": "alignment", "value": -3.4201 }, { "name": "tau", "value": 0.9015 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0827 }, "coherence_score": 0.9015393257141113, "coherence_diagnostics": { "tau": 0.9015393257141113, "grad_tau": 0.18857435882091522, "torsion": 0.0, "alignment": -3.4200692176818848, "S_field": 0.29984134435653687, "Gamma_field": 0.36287274956703186, "S_over_Gamma": 0.8262988924980164, "Da": 22.923858642578125, "E_coh": 0.7122215032577515, "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": [ [ [ -70.38, 47.06 ], [ -70.35, 47.05 ], [ -70.33, 47.03 ], [ -70.31, 47.04 ], [ -70.29, 47.03 ], [ -70.26, 47.03 ], [ -70.25, 47.02 ], [ -70.25, 47.0 ], [ -70.26, 46.99 ], [ -70.26, 46.97 ], [ -70.25, 46.96 ], [ -70.26, 46.95 ], [ -70.3, 46.95 ], [ -70.32, 46.97 ], [ -70.32, 46.99 ], [ -70.34, 47.0 ], [ -70.34, 47.01 ], [ -70.36, 47.03 ], [ -70.37, 47.01 ], [ -70.38, 47.02 ], [ -70.38, 47.04 ], [ -70.39, 47.05 ], [ -70.38, 47.06 ] ] ] }, "raw_probability": 0.0827, "confidence_lo": 0.001, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "3d42f53ec84a78565ab38daf13d3e2e40ac5f4b6aa0932b6dbb0e31cb7041dd3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0827, "probability": 0.001247, "confidence_lo": 0.000966, "confidence_hi": 0.001247, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d2d63e14859b580b79b7bec8f0a8334c804e898ef8ba454d495f46e3ae706b6e", "signature": { "alg": "ed25519", "sig": "8eb268728c4d44a6f40b8666fd817ad9e6849dfcb4505d505a0a8e74286557ab3478abe0c35d9858cadc93e7eec4771e38a2cf2294bc2db2447beb746fb0de0e" } }, "receipt_sha256": "d2d63e14859b580b79b7bec8f0a8334c804e898ef8ba454d495f46e3ae706b6e" }, { "storm_id": "256760", "lat": 33.7954, "lon": -83.4985, "motion_east": 2.5, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3590.0, "ebshear": 22.0, "srh01": 58.0, "maxllaz": 0.005, "mesh": 0.59, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 34.9514 }, { "name": "alignment", "value": 1.9687 }, { "name": "tau", "value": 1.856 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0809 }, "coherence_score": 1.8559914827346802, "coherence_diagnostics": { "tau": 1.8559914827346802, "grad_tau": 0.5162640810012817, "torsion": 0.0, "alignment": 1.9686912298202515, "S_field": 0.09851495176553726, "Gamma_field": 0.2453727275133133, "S_over_Gamma": 0.40149104595184326, "Da": 14.35507869720459, "E_coh": 0.07233238965272903, "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": [ [ [ -83.5, 33.85 ], [ -83.49, 33.84 ], [ -83.46, 33.84 ], [ -83.44, 33.82 ], [ -83.44, 33.79 ], [ -83.48, 33.74 ], [ -83.51, 33.74 ], [ -83.52, 33.73 ], [ -83.54, 33.75 ], [ -83.54, 33.78 ], [ -83.53, 33.79 ], [ -83.53, 33.82 ], [ -83.5, 33.85 ] ] ] }, "raw_probability": 0.0809, "confidence_lo": 0.001, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2a2772a4558eb530efe9cb0cca1dd4478ca002e56679dbb70709d3adf646976f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0809, "probability": 0.001228, "confidence_lo": 0.000966, "confidence_hi": 0.001228, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ac4cfad474c88cf6523c5726022aefaa4f3619e9c654baa15e6519a7a034644", "signature": { "alg": "ed25519", "sig": "005a8f3d5be3aa1c65dc2cc46e75d296cf4fa61e769df6c4386b64bee2ec9b53e675f60016104af8efee450ff6cbbbba21f3df338964e73bda2603d953ceeb01" } }, "receipt_sha256": "8ac4cfad474c88cf6523c5726022aefaa4f3619e9c654baa15e6519a7a034644" }, { "storm_id": "256356", "lat": 48.5967, "lon": -67.8733, "motion_east": 3.1, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 637.0, "ebshear": 19.0, "srh01": 65.0, "maxllaz": 0.003, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 34.4514 }, { "name": "alignment", "value": -4.8665 }, { "name": "tau", "value": 0.3223 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0799 }, "coherence_score": 0.3222847282886505, "coherence_diagnostics": { "tau": 0.3222847282886505, "grad_tau": 0.2552995979785919, "torsion": 0.0, "alignment": -4.866525650024414, "S_field": 0.318724125623703, "Gamma_field": 0.21953938901424408, "S_over_Gamma": 1.4517855644226074, "Da": 13.70544147491455, "E_coh": 0.6122299432754517, "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": [ [ [ -67.93, 48.64 ], [ -67.85, 48.63 ], [ -67.82, 48.61 ], [ -67.8, 48.62 ], [ -67.8, 48.59 ], [ -67.83, 48.55 ], [ -67.85, 48.54 ], [ -67.89, 48.54 ], [ -67.92, 48.57 ], [ -67.92, 48.6 ], [ -67.94, 48.63 ], [ -67.93, 48.64 ] ] ] }, "raw_probability": 0.0799, "confidence_lo": 0.0008, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b232a4a7bcaa590fd9c8fb8e7e865f9c79219b0648340de6f6a337a07f951669", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0799, "probability": 0.00122, "confidence_lo": 0.000802, "confidence_hi": 0.00122, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0b8339bd6111ffb2f2b09e423ccdc5ee450d0c5eaf858ba1aed36d684144c81c", "signature": { "alg": "ed25519", "sig": "ab74395ff153f36d93cdf1ebbb593e02d8c90149bd3dd8631e38202f5f66a5edac524e42e52e0d9d9105ca0a0ed67fa1b9c36b15979ceda5b7f4a1a94115f203" } }, "receipt_sha256": "0b8339bd6111ffb2f2b09e423ccdc5ee450d0c5eaf858ba1aed36d684144c81c" }, { "storm_id": "256899", "lat": 37.7792, "lon": -81.9042, "motion_east": 4.8, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1511.0, "ebshear": 28.0, "srh01": 55.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 44.0764 }, { "name": "alignment", "value": 1.4534 }, { "name": "tau", "value": 1.5795 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0769 }, "coherence_score": 1.5794661045074463, "coherence_diagnostics": { "tau": 1.5794661045074463, "grad_tau": 0.2933245897293091, "torsion": 0.0, "alignment": 1.4533934593200684, "S_field": 0.1811380833387375, "Gamma_field": 0.21120604872703552, "S_over_Gamma": 0.8576368093490601, "Da": 12.91956901550293, "E_coh": 0.44382259249687195, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.9, 37.82 ], [ -81.87, 37.81 ], [ -81.85, 37.79 ], [ -81.88, 37.77 ], [ -81.87, 37.76 ], [ -81.9, 37.74 ], [ -81.91, 37.74 ], [ -81.93, 37.76 ], [ -81.96, 37.76 ], [ -81.96, 37.78 ], [ -81.92, 37.8 ], [ -81.9, 37.82 ] ] ] }, "raw_probability": 0.0769, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6becc143266533f46ff2c59e26c2f33ac2689a7391ac01972be18a5166d6bd8c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0769, "probability": 0.000989, "confidence_lo": 0.000802, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3f71de638a5d730d9d586f536ba744d4511085e7fe3f526e2ddccea93dfa7788", "signature": { "alg": "ed25519", "sig": "0ce8a7ffc10eecec37a17977de8f2496481a39c4c6bd277c42eb8a49279aafc88e33ab7a85e641ee0cc96d274ef835b81ff0afc8562906ce17b4d27863eb3e0c" } }, "receipt_sha256": "3f71de638a5d730d9d586f536ba744d4511085e7fe3f526e2ddccea93dfa7788" }, { "storm_id": "255757", "lat": 27.5283, "lon": -79.4517, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2685.0, "ebshear": 23.0, "srh01": 41.0, "maxllaz": 0.002, "mesh": 0.22, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 50.9514 }, { "name": "alignment", "value": 0.4782 }, { "name": "tau", "value": 2.2413 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0759 }, "coherence_score": 2.2412562370300293, "coherence_diagnostics": { "tau": 2.2412562370300293, "grad_tau": 0.5078837275505066, "torsion": 0.0, "alignment": 0.4781534671783447, "S_field": 0.7930788993835449, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 3.506002187728882, "Da": 14.404248237609863, "E_coh": 0.9516627192497253, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.44, 27.58 ], [ -79.42, 27.56 ], [ -79.42, 27.53 ], [ -79.41, 27.52 ], [ -79.41, 27.49 ], [ -79.44, 27.46 ], [ -79.48, 27.46 ], [ -79.5, 27.49 ], [ -79.5, 27.54 ], [ -79.48, 27.56 ], [ -79.48, 27.57 ], [ -79.44, 27.58 ] ] ] }, "raw_probability": 0.0759, "confidence_lo": 0.0008, "confidence_hi": 0.001, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4ebb2cd8ed2442f3b8706c2b75d8331dd6dfcdaef1ba5ce7598b3bb30eff9b5c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0759, "probability": 0.000989, "confidence_lo": 0.000776, "confidence_hi": 0.000989, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "966abd1c29ec778335dcb5bf1c4b413f7063e654a9e752de01a4f1def57e0ec7", "signature": { "alg": "ed25519", "sig": "57cb67d8db9ac8c3c1e06be37e14a0d6eaab2221040e4bc2e5030b2a35cdb7903647646bec400467dbd00bb758d3edbcf8b74a289961f0f75b9908ec6d2b430f" } }, "receipt_sha256": "966abd1c29ec778335dcb5bf1c4b413f7063e654a9e752de01a4f1def57e0ec7" }, { "storm_id": "256862", "lat": 33.489, "lon": -76.428, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2776.0, "ebshear": 16.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 57.0764 }, { "name": "alignment", "value": -1.5083 }, { "name": "tau", "value": 3.7047 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0747 }, "coherence_score": 3.704726219177246, "coherence_diagnostics": { "tau": 3.704726219177246, "grad_tau": 0.14341013133525848, "torsion": 0.0, "alignment": -1.5082967281341553, "S_field": 1.056059718132019, "Gamma_field": 0.18620605766773224, "S_over_Gamma": 5.671457290649414, "Da": 11.976289749145508, "E_coh": 0.9312484860420227, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.44, 33.53 ], [ -76.43, 33.53 ], [ -76.42, 33.51 ], [ -76.43, 33.5 ], [ -76.39, 33.47 ], [ -76.4, 33.44 ], [ -76.44, 33.44 ], [ -76.45, 33.46 ], [ -76.44, 33.48 ], [ -76.44, 33.53 ] ] ] }, "raw_probability": 0.0747, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "8f0040576ed889aa4baa167243d8fefd8d2754adccd7a12fe3a532cf4581c442", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0747, "probability": 0.000825, "confidence_lo": 0.000776, "confidence_hi": 0.000825, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "21ccb0cb443cae97a49e1c672ef6e058a7b7008452efe32b6d0335cbf721eece", "signature": { "alg": "ed25519", "sig": "28342103bdfb87db47bcce2b7aef4cf7e84a554b7929350e2991dbd9c493e90848381579b85a679fbd7474a329c74dfea0748dc3592db77b12ad85f57e228809" } }, "receipt_sha256": "21ccb0cb443cae97a49e1c672ef6e058a7b7008452efe32b6d0335cbf721eece" }, { "storm_id": "256845", "lat": 45.1875, "lon": -72.5483, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 470.0, "ebshear": 21.0, "srh01": 36.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 44.8264 }, { "name": "alignment", "value": -2.177 }, { "name": "tau", "value": 1.4287 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0743 }, "coherence_score": 1.4286867380142212, "coherence_diagnostics": { "tau": 1.4286867380142212, "grad_tau": 0.13289353251457214, "torsion": 0.0, "alignment": -2.177032709121704, "S_field": 0.38912346959114075, "Gamma_field": 0.32370609045028687, "S_over_Gamma": 1.2020888328552246, "Da": 19.683155059814453, "E_coh": 0.7155143618583679, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.53, 45.26 ], [ -72.47, 45.23 ], [ -72.47, 45.19 ], [ -72.5, 45.16 ], [ -72.54, 45.16 ], [ -72.55, 45.15 ], [ -72.58, 45.15 ], [ -72.59, 45.14 ], [ -72.61, 45.15 ], [ -72.61, 45.19 ], [ -72.6, 45.21 ], [ -72.53, 45.26 ] ] ] }, "raw_probability": 0.0743, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0b0c27f9c2874adb20ea0d3033dd15e9678c8e0d78fc061281a1922d5e62848a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0743, "probability": 0.000825, "confidence_lo": 0.000776, "confidence_hi": 0.000825, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "343b34ec08cf6751979e0998d2649d1b322b29425c92ad8113c50aebf40b9e85", "signature": { "alg": "ed25519", "sig": "305329ec53cb876af080af4cdf64943779d110a7a8df40046b328f2815157736d9620e92a752e138b706ee7fdbc45e8d7fcb4bddb52536cad2e0758183624c02" } }, "receipt_sha256": "343b34ec08cf6751979e0998d2649d1b322b29425c92ad8113c50aebf40b9e85" }, { "storm_id": "255949", "lat": 31.0085, "lon": -86.767, "motion_east": 7.0, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3140.0, "ebshear": 25.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 34.4514 }, { "name": "alignment", "value": 0.5071 }, { "name": "tau", "value": 0.9808 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0739 }, "coherence_score": 0.980793833732605, "coherence_diagnostics": { "tau": 0.980793833732605, "grad_tau": 0.28811442852020264, "torsion": 0.0, "alignment": 0.5070725083351135, "S_field": 0.10123708099126816, "Gamma_field": 0.322039395570755, "S_over_Gamma": 0.31436240673065186, "Da": 19.239131927490234, "E_coh": 0.30940768122673035, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.71, 31.07 ], [ -86.65, 31.07 ], [ -86.64, 31.05 ], [ -86.64, 31.02 ], [ -86.68, 30.97 ], [ -86.7, 30.96 ], [ -86.75, 30.96 ], [ -86.76, 30.95 ], [ -86.81, 30.95 ], [ -86.82, 30.94 ], [ -86.87, 30.96 ], [ -86.86, 30.97 ], [ -86.89, 31.0 ], [ -86.89, 31.02 ], [ -86.83, 31.03 ], [ -86.82, 31.04 ], [ -86.79, 31.04 ], [ -86.78, 31.05 ], [ -86.74, 31.05 ], [ -86.71, 31.07 ] ] ] }, "raw_probability": 0.0739, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "917f94766cac333dcee8ba6992116b883b6b251060ebb2a24d8d984caa5ac55a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0739, "probability": 0.000825, "confidence_lo": 0.000776, "confidence_hi": 0.000825, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "458d46ff02a369299c2fe2b86cf1e119f016df7f03cd409a34191f2e80610887", "signature": { "alg": "ed25519", "sig": "04b4d0fa0184505a12cebcaf996d84a887d30c92fc0f8e80f5ae6214b689959a8a56eec55202be3356c5525f0212d57601cff83c7128aedc4cd40dc8751f260c" } }, "receipt_sha256": "458d46ff02a369299c2fe2b86cf1e119f016df7f03cd409a34191f2e80610887" }, { "storm_id": "256570", "lat": 34.8214, "lon": -78.9643, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2350.0, "ebshear": 14.0, "srh01": 53.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 48.5764 }, { "name": "alignment", "value": 0.6005 }, { "name": "tau", "value": 3.5853 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0734 }, "coherence_score": 3.5853209495544434, "coherence_diagnostics": { "tau": 3.5853209495544434, "grad_tau": 0.29085829854011536, "torsion": 0.0, "alignment": 0.600475549697876, "S_field": 1.0778555870056152, "Gamma_field": 0.21203939616680145, "S_over_Gamma": 5.083279609680176, "Da": 13.171473503112793, "E_coh": 0.88315349817276, "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": [ [ [ -78.98, 34.92 ], [ -78.93, 34.88 ], [ -78.92, 34.88 ], [ -78.92, 34.83 ], [ -78.93, 34.82 ], [ -78.92, 34.81 ], [ -78.92, 34.75 ], [ -78.94, 34.73 ], [ -79.02, 34.74 ], [ -79.03, 34.76 ], [ -79.03, 34.8 ], [ -79.01, 34.81 ], [ -78.97, 34.85 ], [ -78.98, 34.92 ] ] ] }, "raw_probability": 0.0734, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2e61f8e7c7b7ddb52165353409c51ccfaf875a4769e147352268c4ad31c4c95e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0734, "probability": 0.000825, "confidence_lo": 0.000776, "confidence_hi": 0.000825, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a6287c2679765981b559e2c67544b890c8d99075832f15ac390ba6b61369222e", "signature": { "alg": "ed25519", "sig": "14289f95e9f722b497851b3721edfa995d882c95ffbb3385b37794600c90202699295d155b6c1dbc1e1cbd6abe7e5b880f5c9c4c87b215a87c88645cf940de03" } }, "receipt_sha256": "a6287c2679765981b559e2c67544b890c8d99075832f15ac390ba6b61369222e" }, { "storm_id": "256439", "lat": 25.0011, "lon": -78.1156, "motion_east": 0.0, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3972.0, "ebshear": 21.0, "srh01": 62.0, "maxllaz": 0.002, "mesh": 0.36, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 44.7014 }, { "name": "alignment", "value": 1.6927 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0731 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.2051165103912354, "torsion": 0.0, "alignment": 1.6926689147949219, "S_field": 0.6234631538391113, "Gamma_field": 0.3570394217967987, "S_over_Gamma": 1.7462025880813599, "Da": 21.328933715820312, "E_coh": 0.9446222186088562, "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": [ [ [ -78.09, 25.12 ], [ -78.03, 25.12 ], [ -78.02, 25.11 ], [ -78.02, 25.06 ], [ -78.0, 25.04 ], [ -78.0, 25.01 ], [ -78.01, 24.99 ], [ -78.03, 24.97 ], [ -78.09, 24.98 ], [ -78.11, 24.97 ], [ -78.17, 24.91 ], [ -78.21, 24.91 ], [ -78.22, 24.9 ], [ -78.26, 24.91 ], [ -78.27, 24.92 ], [ -78.27, 24.97 ], [ -78.19, 25.01 ], [ -78.09, 25.12 ] ] ] }, "raw_probability": 0.0731, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "68bbbe023ef959c8674280404bbbdf665829fc679000c55fe5eaf444b20dedc6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0731, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "aab4e0cd6bfdfafbbcfc5e97b742eb972fd521607241d243c9eb99272d16379f", "signature": { "alg": "ed25519", "sig": "8963359af028895b433e0d7f65a96719ad27ccd6a275e7225f5117db48a70c1fcd8e3b0ac1928e0f709da07df78b6ec6804ffe65c3e4bea2cb08aa21aea8770d" } }, "receipt_sha256": "aab4e0cd6bfdfafbbcfc5e97b742eb972fd521607241d243c9eb99272d16379f" }, { "storm_id": "256189", "lat": 27.945, "lon": -81.5205, "motion_east": 8.3, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1598.0, "ebshear": 7.0, "srh01": 0.0, "maxllaz": 0.008, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 53.2014 }, { "name": "alignment", "value": -1.7525 }, { "name": "tau", "value": 2.3815 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0725 }, "coherence_score": 2.381523847579956, "coherence_diagnostics": { "tau": 2.381523847579956, "grad_tau": 0.4675869941711426, "torsion": 0.0, "alignment": -1.7524962425231934, "S_field": 0.5200320482254028, "Gamma_field": 0.27453941106796265, "S_over_Gamma": 1.8941981792449951, "Da": 16.99600601196289, "E_coh": 0.920638918876648, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.54, 28.06 ], [ -81.49, 28.06 ], [ -81.48, 28.05 ], [ -81.48, 27.98 ], [ -81.46, 27.96 ], [ -81.44, 27.96 ], [ -81.43, 27.95 ], [ -81.43, 27.93 ], [ -81.44, 27.91 ], [ -81.52, 27.83 ], [ -81.56, 27.83 ], [ -81.57, 27.82 ], [ -81.59, 27.82 ], [ -81.61, 27.84 ], [ -81.61, 27.89 ], [ -81.59, 27.91 ], [ -81.55, 27.92 ], [ -81.51, 27.96 ], [ -81.51, 27.99 ], [ -81.55, 28.01 ], [ -81.55, 28.05 ], [ -81.54, 28.06 ] ] ] }, "raw_probability": 0.0725, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d954d5bc86504f4dc1c548c3ffc028c6e2c7960a60b431f01f679c71de33cd5c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0725, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b31e71ec993b9b5f4c0d97b2f95f01713125299afc6f6dfefa63fc8cbb3f967", "signature": { "alg": "ed25519", "sig": "9fd486c351da0b10e98933144978dc533ebed4a001999d2a35556a7005659aa360ff245e9587f21901995c7a2083c581cf0eed7b6257b2df6646cca9ad991602" } }, "receipt_sha256": "7b31e71ec993b9b5f4c0d97b2f95f01713125299afc6f6dfefa63fc8cbb3f967" }, { "storm_id": "256911", "lat": 27.2637, "lon": -84.8362, "motion_east": 5.7, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2125.0, "ebshear": 11.0, "srh01": 1.0, "maxllaz": 0.0, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 52.0764 }, { "name": "alignment", "value": -1.7241 }, { "name": "tau", "value": 2.7068 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0718 }, "coherence_score": 2.706766366958618, "coherence_diagnostics": { "tau": 2.706766366958618, "grad_tau": 0.33792898058891296, "torsion": 0.0, "alignment": -1.724112629890442, "S_field": 0.6155602335929871, "Gamma_field": 0.22870604693889618, "S_over_Gamma": 2.691490888595581, "Da": 13.725183486938477, "E_coh": 0.9537107348442078, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.85, 27.29 ], [ -84.82, 27.29 ], [ -84.81, 27.28 ], [ -84.81, 27.24 ], [ -84.83, 27.22 ], [ -84.85, 27.23 ], [ -84.87, 27.27 ], [ -84.85, 27.29 ] ] ] }, "raw_probability": 0.0718, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "0d47210af719aa20f4846a3ca5cc8fccbc33a28590541e8779ee369be9f245ad", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0718, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "28ff25f40f1e99a9008aad9d357c74360a34f66a41722fa8dd41a7a55018ffc0", "signature": { "alg": "ed25519", "sig": "5aba5be88745cc8ef62b784f4fc5518cf1d5d7ca9d18ee98d2b6ddd788a6d373ddc2ab5f4ebb8b42d6c6e25a423041b94ec8d7d70a777f7fbe5cfdb2e27f2e0e" } }, "receipt_sha256": "28ff25f40f1e99a9008aad9d357c74360a34f66a41722fa8dd41a7a55018ffc0" }, { "storm_id": "255226", "lat": 27.217, "lon": -81.9405, "motion_east": 6.7, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3049.0, "ebshear": 8.0, "srh01": 0.0, "maxllaz": 0.006, "mesh": 0.04, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.0764 }, { "name": "alignment", "value": -1.563 }, { "name": "tau", "value": 2.1721 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0717 }, "coherence_score": 2.172100067138672, "coherence_diagnostics": { "tau": 2.172100067138672, "grad_tau": 0.5482322573661804, "torsion": 0.0, "alignment": -1.5629925727844238, "S_field": 0.6099206805229187, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 2.696305751800537, "Da": 14.024906158447266, "E_coh": 0.9589600563049316, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.95, 27.35 ], [ -81.89, 27.35 ], [ -81.88, 27.27 ], [ -81.89, 27.26 ], [ -81.9, 27.19 ], [ -81.86, 27.15 ], [ -81.85, 27.15 ], [ -81.85, 27.11 ], [ -81.87, 27.1 ], [ -81.93, 27.1 ], [ -81.94, 27.11 ], [ -81.98, 27.12 ], [ -82.0, 27.15 ], [ -82.0, 27.18 ], [ -82.03, 27.23 ], [ -82.03, 27.27 ], [ -82.01, 27.29 ], [ -82.01, 27.3 ], [ -81.99, 27.31 ], [ -81.95, 27.35 ] ] ] }, "raw_probability": 0.0717, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ca685dd5689dcb273b569608d907becded634518be7e4dcc5284e202f1ae359d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0717, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f57ca38e9053d9201bbd9184eae33f2346ed4856310443835352581b50e3b745", "signature": { "alg": "ed25519", "sig": "63699de0856ec181a47918c9d6c72714dae05e72dd2998c72519aef13647cb0261fd9ec5b51c993998bd8f07893695aac7259c21304efac5d8329c713713c608" } }, "receipt_sha256": "f57ca38e9053d9201bbd9184eae33f2346ed4856310443835352581b50e3b745" }, { "storm_id": "256703", "lat": 32.8757, "lon": -76.4714, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2681.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.2014 }, { "name": "alignment", "value": 4.3204 }, { "name": "tau", "value": 3.4632 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0716 }, "coherence_score": 3.463243007659912, "coherence_diagnostics": { "tau": 3.463243007659912, "grad_tau": 0.2323930859565735, "torsion": 0.0, "alignment": 4.3204264640808105, "S_field": 0.5802173018455505, "Gamma_field": 0.2062060534954071, "S_over_Gamma": 2.813774347305298, "Da": 12.894773483276367, "E_coh": 0.9269993305206299, "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": [ [ [ -76.49, 32.91 ], [ -76.43, 32.91 ], [ -76.43, 32.85 ], [ -76.46, 32.82 ], [ -76.5, 32.83 ], [ -76.5, 32.9 ], [ -76.49, 32.91 ] ] ] }, "raw_probability": 0.0716, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "48008c542dfde8aba9acf852bc99b6d34e868d0efe4d7cb17ac50d87e0243dd4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0716, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e7bb89029adf834f997429a0fea0074f33b25e58f0f107b24883c01e01fa70a6", "signature": { "alg": "ed25519", "sig": "2827a3dc01cb967528b73d9badaf02ff425664e6f09fee4ab73f5576a4d7e8997362c046b345fdff52f8f39dde1e4c123fad238f1a14a7771aa52c551fcc7f09" } }, "receipt_sha256": "e7bb89029adf834f997429a0fea0074f33b25e58f0f107b24883c01e01fa70a6" }, { "storm_id": "256896", "lat": 38.197, "lon": -82.34, "motion_east": 4.3, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1371.0, "ebshear": 29.0, "srh01": 34.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 45.0764 }, { "name": "alignment", "value": 2.1457 }, { "name": "tau", "value": 1.5241 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0715 }, "coherence_score": 1.524061679840088, "coherence_diagnostics": { "tau": 1.524061679840088, "grad_tau": 0.28581225872039795, "torsion": 0.0, "alignment": 2.1456730365753174, "S_field": 0.2989775240421295, "Gamma_field": 0.18953938782215118, "S_over_Gamma": 1.5773899555206299, "Da": 11.41955852508545, "E_coh": 0.6056280732154846, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.38, 38.23 ], [ -82.32, 38.23 ], [ -82.33, 38.22 ], [ -82.31, 38.21 ], [ -82.29, 38.17 ], [ -82.29, 38.15 ], [ -82.36, 38.15 ], [ -82.37, 38.16 ], [ -82.37, 38.22 ], [ -82.38, 38.23 ] ] ] }, "raw_probability": 0.0715, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4fef7bff72c74bc927194c982deead30b403011d178bd8b5f6d841b4ca944a13", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0715, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ec96c9b8b2485ddf4d9a8acb055c7a3b2b2a5de735aa64142c33edb0acba52d", "signature": { "alg": "ed25519", "sig": "fca78d436936a3d8ea8150109aed342edb130361867988b5b5d44be6cd4a8c9db1f4525e15110dfbb9aa795a087d167014b3592b21a960463adcf284d04a850b" } }, "receipt_sha256": "3ec96c9b8b2485ddf4d9a8acb055c7a3b2b2a5de735aa64142c33edb0acba52d" }, { "storm_id": "256642", "lat": 32.3356, "lon": -81.9411, "motion_east": 5.2, "motion_south": -6.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2970.0, "ebshear": 21.0, "srh01": 15.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 45.5764 }, { "name": "alignment", "value": 3.1383 }, { "name": "tau", "value": 3.0167 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0711 }, "coherence_score": 3.0167295932769775, "coherence_diagnostics": { "tau": 3.0167295932769775, "grad_tau": 0.45240193605422974, "torsion": 0.0, "alignment": 3.1383321285247803, "S_field": 1.0245287418365479, "Gamma_field": 0.2612060606479645, "S_over_Gamma": 3.9223008155822754, "Da": 15.528514862060547, "E_coh": 0.930926501750946, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.95, 32.37 ], [ -81.92, 32.37 ], [ -81.9, 32.35 ], [ -81.9, 32.33 ], [ -81.92, 32.29 ], [ -81.97, 32.29 ], [ -81.98, 32.3 ], [ -81.98, 32.35 ], [ -81.95, 32.37 ] ] ] }, "raw_probability": 0.0711, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b3db3d79cde88a3c692b6990568a106f563234959afaefbf9c0d88a81eb32aaa", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0711, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "53799b185d413565e8bfe99f298f73bc6ab03b0351a5373b6cd00bd9e427adb8", "signature": { "alg": "ed25519", "sig": "6f612fe858af392070408fef47f99c774828576de9405b290aceda4a291d444368789f8a1f611ccd574da91a4988556ee449d3bfa5be5343474fff72ef409005" } }, "receipt_sha256": "53799b185d413565e8bfe99f298f73bc6ab03b0351a5373b6cd00bd9e427adb8" }, { "storm_id": "256741", "lat": 45.365, "lon": -72.5625, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 569.0, "ebshear": 23.0, "srh01": 36.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 44.8264 }, { "name": "alignment", "value": -2.177 }, { "name": "tau", "value": 1.4287 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0706 }, "coherence_score": 1.4286867380142212, "coherence_diagnostics": { "tau": 1.4286867380142212, "grad_tau": 0.13289353251457214, "torsion": 0.0, "alignment": -2.177032709121704, "S_field": 0.38912346959114075, "Gamma_field": 0.32370609045028687, "S_over_Gamma": 1.2020888328552246, "Da": 19.683155059814453, "E_coh": 0.7155143618583679, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.58, 45.45 ], [ -72.54, 45.45 ], [ -72.51, 45.42 ], [ -72.49, 45.38 ], [ -72.49, 45.32 ], [ -72.51, 45.3 ], [ -72.55, 45.29 ], [ -72.56, 45.28 ], [ -72.57, 45.28 ], [ -72.6, 45.31 ], [ -72.6, 45.33 ], [ -72.61, 45.34 ], [ -72.61, 45.4 ], [ -72.6, 45.41 ], [ -72.6, 45.43 ], [ -72.58, 45.45 ] ] ] }, "raw_probability": 0.0706, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "55e0f0d9575191a75e83b5c7087142d12028a6266e0844fa5347e16d6a6423e1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0706, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "37f5d238c3b9b77590c3181e96911be7488b774602ed2e0708cea1da9fa067a1", "signature": { "alg": "ed25519", "sig": "da09ca08f08f5fca364f1f2763ffa4bed06f9de1fb85795b88bfd4da8f21a9ddf7182a389064289071cd2cde64bfdc2568588709764a4d6af904ecaec4e9300f" } }, "receipt_sha256": "37f5d238c3b9b77590c3181e96911be7488b774602ed2e0708cea1da9fa067a1" }, { "storm_id": "256735", "lat": 24.8044, "lon": -79.29, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3541.0, "ebshear": 6.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 45.8264 }, { "name": "alignment", "value": -0.3073 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0694 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.140510082244873, "torsion": 0.0, "alignment": -0.3073310852050781, "S_field": 0.9488025307655334, "Gamma_field": 0.2520394027233124, "S_over_Gamma": 3.764500856399536, "Da": 15.005631446838379, "E_coh": 0.9912315607070923, "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": [ [ [ -79.31, 24.88 ], [ -79.24, 24.88 ], [ -79.23, 24.87 ], [ -79.23, 24.82 ], [ -79.21, 24.8 ], [ -79.21, 24.78 ], [ -79.22, 24.79 ], [ -79.3, 24.79 ], [ -79.31, 24.78 ], [ -79.31, 24.75 ], [ -79.3, 24.74 ], [ -79.36, 24.74 ], [ -79.37, 24.75 ], [ -79.33, 24.77 ], [ -79.34, 24.81 ], [ -79.33, 24.81 ], [ -79.31, 24.84 ], [ -79.31, 24.88 ] ] ] }, "raw_probability": 0.0694, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1fa1626f2b0ea4df61219b732bbecb380f1568384571592e036937ace8f66e9d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0694, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e8fde70d29be409743dd2434ef1a583e71fbb490252e710df33eb7fa5fe7788b", "signature": { "alg": "ed25519", "sig": "e23899e0d4909d0b4bd6b098bc1b58c2b422f0f5d7f4065ce77f2abcbf15ad2660a7f7f6f4841007d8473066bec30f30ee9e70f4bea0b03a580002a7101cb808" } }, "receipt_sha256": "e8fde70d29be409743dd2434ef1a583e71fbb490252e710df33eb7fa5fe7788b" }, { "storm_id": "256804", "lat": 31.186, "lon": -86.4592, "motion_east": 7.0, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2778.0, "ebshear": 24.0, "srh01": 30.0, "maxllaz": 0.005, "mesh": 0.47, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 37.8264 }, { "name": "alignment", "value": 1.9214 }, { "name": "tau", "value": 1.3234 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0694 }, "coherence_score": 1.3233709335327148, "coherence_diagnostics": { "tau": 1.3233709335327148, "grad_tau": 0.5004009008407593, "torsion": 0.0, "alignment": 1.9213694334030151, "S_field": 0.22265198826789856, "Gamma_field": 0.4695394039154053, "S_over_Gamma": 0.474192351102829, "Da": 28.01201629638672, "E_coh": 0.6989522576332092, "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": [ [ [ -86.39, 31.29 ], [ -86.36, 31.29 ], [ -86.33, 31.27 ], [ -86.33, 31.23 ], [ -86.32, 31.22 ], [ -86.33, 31.21 ], [ -86.33, 31.13 ], [ -86.34, 31.12 ], [ -86.42, 31.12 ], [ -86.47, 31.08 ], [ -86.53, 31.09 ], [ -86.54, 31.1 ], [ -86.61, 31.1 ], [ -86.61, 31.14 ], [ -86.62, 31.15 ], [ -86.61, 31.17 ], [ -86.59, 31.18 ], [ -86.53, 31.18 ], [ -86.52, 31.17 ], [ -86.5, 31.17 ], [ -86.47, 31.2 ], [ -86.47, 31.23 ], [ -86.44, 31.26 ], [ -86.43, 31.26 ], [ -86.39, 31.29 ] ] ] }, "raw_probability": 0.0694, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1fa1626f2b0ea4df61219b732bbecb380f1568384571592e036937ace8f66e9d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0694, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e8fde70d29be409743dd2434ef1a583e71fbb490252e710df33eb7fa5fe7788b", "signature": { "alg": "ed25519", "sig": "e23899e0d4909d0b4bd6b098bc1b58c2b422f0f5d7f4065ce77f2abcbf15ad2660a7f7f6f4841007d8473066bec30f30ee9e70f4bea0b03a580002a7101cb808" } }, "receipt_sha256": "e8fde70d29be409743dd2434ef1a583e71fbb490252e710df33eb7fa5fe7788b" }, { "storm_id": "256817", "lat": 41.43, "lon": -82.305, "motion_east": 3.6, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1267.0, "ebshear": 33.0, "srh01": 48.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 35.5764 }, { "name": "alignment", "value": -1.0143 }, { "name": "tau", "value": 1.1867 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0691 }, "coherence_score": 1.1867470741271973, "coherence_diagnostics": { "tau": 1.1867470741271973, "grad_tau": 0.192562535405159, "torsion": 0.0, "alignment": -1.0142583847045898, "S_field": 0.11497758328914642, "Gamma_field": 0.21203938126564026, "S_over_Gamma": 0.5422463417053223, "Da": 11.77503776550293, "E_coh": 0.1159992590546608, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.32, 41.47 ], [ -82.28, 41.46 ], [ -82.25, 41.42 ], [ -82.28, 41.38 ], [ -82.31, 41.38 ], [ -82.34, 41.42 ], [ -82.34, 41.44 ], [ -82.32, 41.47 ] ] ] }, "raw_probability": 0.0691, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9ff0ee775cfa8203c67b13c98941a2b2009a4bc5c50eb83be2af6dabb6961ce5", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0691, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fc5c28d75db879d3b76a442d344d90f318b01db558394ea91e6c0a7e2c3a5145", "signature": { "alg": "ed25519", "sig": "947d2e74eebe07da11f3115c33f25ca41a1666d10620a6b2117e9a9aefa22bbf26f93c7abeb1bf28e0abe5be6a86fcbfee3f447f3d483f33d9a5a36e8401a102" } }, "receipt_sha256": "fc5c28d75db879d3b76a442d344d90f318b01db558394ea91e6c0a7e2c3a5145" }, { "storm_id": "256725", "lat": 34.247, "lon": -81.769, "motion_east": 4.5, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1666.0, "ebshear": 23.0, "srh01": 40.0, "maxllaz": 0.003, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 35.9514 }, { "name": "alignment", "value": 0.804 }, { "name": "tau", "value": 2.3805 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.068 }, "coherence_score": 2.3805136680603027, "coherence_diagnostics": { "tau": 2.3805136680603027, "grad_tau": 0.644042432308197, "torsion": 0.0, "alignment": 0.8039677143096924, "S_field": 0.31583860516548157, "Gamma_field": 0.22370605170726776, "S_over_Gamma": 1.4118465185165405, "Da": 12.855515480041504, "E_coh": 0.6552363634109497, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.77, 34.28 ], [ -81.74, 34.28 ], [ -81.72, 34.27 ], [ -81.72, 34.21 ], [ -81.75, 34.19 ], [ -81.81, 34.19 ], [ -81.83, 34.23 ], [ -81.8, 34.27 ], [ -81.78, 34.27 ], [ -81.77, 34.28 ] ] ] }, "raw_probability": 0.068, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d024633a73f0a4b235c973f28f286726f3935e3e03d1e0bedec889d2d88800ea", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.068, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d4e8feeeb9a72e3b5875965d8790bcc648710e344af1f1852af5fd4a0f9aa6e8", "signature": { "alg": "ed25519", "sig": "b92d65952dbc200752b6fa01c0356175f4d16ac859879b695c8eb467e5015e8cba20e67f72756af073bbd1233427fcb760f78f526e827aba9837e8cf8895880b" } }, "receipt_sha256": "d4e8feeeb9a72e3b5875965d8790bcc648710e344af1f1852af5fd4a0f9aa6e8" }, { "storm_id": "255609", "lat": 27.768, "lon": -84.6704, "motion_east": 4.8, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2945.0, "ebshear": 13.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.28, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 52.0764 }, { "name": "alignment", "value": -1.7241 }, { "name": "tau", "value": 2.7068 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0666 }, "coherence_score": 2.706766366958618, "coherence_diagnostics": { "tau": 2.706766366958618, "grad_tau": 0.33792898058891296, "torsion": 0.0, "alignment": -1.724112629890442, "S_field": 0.6155602335929871, "Gamma_field": 0.22870604693889618, "S_over_Gamma": 2.691490888595581, "Da": 13.725183486938477, "E_coh": 0.9537107348442078, "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": [ [ [ -84.58, 27.87 ], [ -84.54, 27.87 ], [ -84.53, 27.86 ], [ -84.53, 27.83 ], [ -84.54, 27.81 ], [ -84.59, 27.81 ], [ -84.61, 27.79 ], [ -84.62, 27.79 ], [ -84.69, 27.73 ], [ -84.69, 27.71 ], [ -84.73, 27.66 ], [ -84.73, 27.64 ], [ -84.74, 27.63 ], [ -84.79, 27.63 ], [ -84.8, 27.65 ], [ -84.8, 27.69 ], [ -84.79, 27.7 ], [ -84.78, 27.75 ], [ -84.75, 27.78 ], [ -84.75, 27.79 ], [ -84.69, 27.85 ], [ -84.66, 27.85 ], [ -84.63, 27.82 ], [ -84.62, 27.82 ], [ -84.58, 27.87 ] ] ] }, "raw_probability": 0.0666, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0666, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "841f9ccc0b4957c8a3228369017e17395650a490ba3f21257c3f5ad19c294ab1", "signature": { "alg": "ed25519", "sig": "e39259bf414a9be2a481cac2348b32fabf3f0beacdd1caffac1a7fa0626eed09b597130e6429d0c671bf130b7a30a7afb77b181a6434881d6755a868ada3d901" } }, "receipt_sha256": "841f9ccc0b4957c8a3228369017e17395650a490ba3f21257c3f5ad19c294ab1" }, { "storm_id": "256903", "lat": 32.7088, "lon": -85.125, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2364.0, "ebshear": 23.0, "srh01": 32.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 32.5764 }, { "name": "alignment", "value": 2.7257 }, { "name": "tau", "value": 1.4081 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0666 }, "coherence_score": 1.4081039428710938, "coherence_diagnostics": { "tau": 1.4081039428710938, "grad_tau": 0.4439753293991089, "torsion": 0.0, "alignment": 2.725686550140381, "S_field": 0.11317530274391174, "Gamma_field": 0.2553727328777313, "S_over_Gamma": 0.44317692518234253, "Da": 14.747319221496582, "E_coh": 0.4064919054508209, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.15, 32.73 ], [ -85.11, 32.73 ], [ -85.07, 32.71 ], [ -85.08, 32.7 ], [ -85.12, 32.7 ], [ -85.15, 32.68 ], [ -85.17, 32.69 ], [ -85.15, 32.73 ] ] ] }, "raw_probability": 0.0666, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0666, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "841f9ccc0b4957c8a3228369017e17395650a490ba3f21257c3f5ad19c294ab1", "signature": { "alg": "ed25519", "sig": "e39259bf414a9be2a481cac2348b32fabf3f0beacdd1caffac1a7fa0626eed09b597130e6429d0c671bf130b7a30a7afb77b181a6434881d6755a868ada3d901" } }, "receipt_sha256": "841f9ccc0b4957c8a3228369017e17395650a490ba3f21257c3f5ad19c294ab1" }, { "storm_id": "256740", "lat": 46.6989, "lon": -69.68, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 577.0, "ebshear": 22.0, "srh01": 34.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 34.2014 }, { "name": "alignment", "value": -3.4201 }, { "name": "tau", "value": 0.9015 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.066 }, "coherence_score": 0.9015393257141113, "coherence_diagnostics": { "tau": 0.9015393257141113, "grad_tau": 0.18857435882091522, "torsion": 0.0, "alignment": -3.4200692176818848, "S_field": 0.29984134435653687, "Gamma_field": 0.36287274956703186, "S_over_Gamma": 0.8262988924980164, "Da": 22.923858642578125, "E_coh": 0.7122215032577515, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.7, 46.74 ], [ -69.66, 46.74 ], [ -69.64, 46.72 ], [ -69.63, 46.67 ], [ -69.65, 46.65 ], [ -69.7, 46.65 ], [ -69.72, 46.67 ], [ -69.72, 46.71 ], [ -69.7, 46.74 ] ] ] }, "raw_probability": 0.066, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.066, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8e4897c96628af5bc939bca3051e9ed1b214911fc45191b0e6feed4ec7d91b3f", "signature": { "alg": "ed25519", "sig": "1e31fa8e5e3fdf6d0c3eb2296763a6db8147a12a884aa9661e00c332d9532a1c69fcff3421969fda472abc950f08bfe32ddfbbf14c2646210f497dbd6749a10c" } }, "receipt_sha256": "8e4897c96628af5bc939bca3051e9ed1b214911fc45191b0e6feed4ec7d91b3f" }, { "storm_id": "256592", "lat": 26.156, "lon": -77.99, "motion_east": 0.0, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4374.0, "ebshear": 6.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 47.8264 }, { "name": "alignment", "value": -0.0186 }, { "name": "tau", "value": 1.1495 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0643 }, "coherence_score": 1.1494505405426025, "coherence_diagnostics": { "tau": 1.1494505405426025, "grad_tau": 0.9671062231063843, "torsion": 0.0, "alignment": -0.018638864159584045, "S_field": 0.4964945614337921, "Gamma_field": 0.3387060761451721, "S_over_Gamma": 1.465856671333313, "Da": 21.00489616394043, "E_coh": 0.9543359279632568, "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": [ [ [ -78.06, 26.23 ], [ -77.98, 26.23 ], [ -77.96, 26.2 ], [ -77.93, 26.2 ], [ -77.93, 26.18 ], [ -77.92, 26.17 ], [ -77.92, 26.1 ], [ -77.93, 26.08 ], [ -77.95, 26.07 ], [ -78.01, 26.08 ], [ -78.04, 26.11 ], [ -78.05, 26.13 ], [ -78.05, 26.16 ], [ -78.06, 26.17 ], [ -78.06, 26.23 ] ] ] }, "raw_probability": 0.0643, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0643, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "884d8cbe3c29e223e4061b7efe71782a34d24fea4dd1bae12fc7c1779b6bd488", "signature": { "alg": "ed25519", "sig": "5264013f0c4035635f668bcc91d032d33fb35a4b22a24f83be98ca492fd0a419197e4311afb7833467c4561deba8558d8e88eac32c2396ef6333c74a8ac50d0e" } }, "receipt_sha256": "884d8cbe3c29e223e4061b7efe71782a34d24fea4dd1bae12fc7c1779b6bd488" }, { "storm_id": "256719", "lat": 42.058, "lon": -82.281, "motion_east": 3.2, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 709.0, "ebshear": 43.0, "srh01": 54.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 35.2014 }, { "name": "alignment", "value": 0.3039 }, { "name": "tau", "value": 1.1311 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0641 }, "coherence_score": 1.1310863494873047, "coherence_diagnostics": { "tau": 1.1310863494873047, "grad_tau": 0.0876326784491539, "torsion": 0.0, "alignment": 0.30391693115234375, "S_field": 0.13649611175060272, "Gamma_field": 0.2337060570716858, "S_over_Gamma": 0.5840503573417664, "Da": 13.247654914855957, "E_coh": 0.6079384088516235, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.29, 42.09 ], [ -82.27, 42.09 ], [ -82.26, 42.08 ], [ -82.26, 42.05 ], [ -82.25, 42.04 ], [ -82.27, 42.02 ], [ -82.3, 42.02 ], [ -82.31, 42.03 ], [ -82.31, 42.07 ], [ -82.29, 42.09 ] ] ] }, "raw_probability": 0.0641, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e4cb554157359c164c220589e8ac0e1d21a691efc6f7551fe7927be0ccfc6501", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0641, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "84b958450bc11b37239f31884251e986cce4549e1d4054845de758f08e7c53d2", "signature": { "alg": "ed25519", "sig": "ef11ce969804231a25ae2506bb0cb24de220aff2bccc25b9bd6d978aa6cdbe0565a95c854dba06b1398caafff713a2b679b824f6223cae29e1acc78d63d35f0e" } }, "receipt_sha256": "84b958450bc11b37239f31884251e986cce4549e1d4054845de758f08e7c53d2" }, { "storm_id": "256915", "lat": 24.9192, "lon": -79.4, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3499.0, "ebshear": 7.0, "srh01": 3.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 45.8264 }, { "name": "alignment", "value": -0.3073 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0638 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.140510082244873, "torsion": 0.0, "alignment": -0.3073310852050781, "S_field": 0.9488025307655334, "Gamma_field": 0.2520394027233124, "S_over_Gamma": 3.764500856399536, "Da": 15.005631446838379, "E_coh": 0.9912315607070923, "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": [ [ [ -79.38, 24.95 ], [ -79.37, 24.95 ], [ -79.36, 24.93 ], [ -79.37, 24.89 ], [ -79.39, 24.89 ], [ -79.4, 24.91 ], [ -79.42, 24.89 ], [ -79.43, 24.89 ], [ -79.43, 24.91 ], [ -79.44, 24.92 ], [ -79.43, 24.94 ], [ -79.4, 24.93 ], [ -79.38, 24.95 ] ] ] }, "raw_probability": 0.0638, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0638, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3661ca273ccc8bc5ea6abc0409239b1c657d010d4190d13c7c2b8ae390dcd388", "signature": { "alg": "ed25519", "sig": "ab5a81a2a1a982fa75fe75214c0bf9446c6b4329dc9936a4769d7ff49be23eb151543b74c6b61963dd66117ac5c83497f0eaf98ed7bb7d3cee806888850fac04" } }, "receipt_sha256": "3661ca273ccc8bc5ea6abc0409239b1c657d010d4190d13c7c2b8ae390dcd388" }, { "storm_id": "256780", "lat": 24.245, "lon": -77.715, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3097.0, "ebshear": 7.0, "srh01": 20.0, "maxllaz": 0.0, "mesh": 0.43, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 44.2014 }, { "name": "alignment", "value": 3.9427 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0629 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.1494505405426025, "torsion": 0.0, "alignment": 3.942668914794922, "S_field": 0.4359774589538574, "Gamma_field": 0.43870607018470764, "S_over_Gamma": 0.9937803149223328, "Da": 26.605722427368164, "E_coh": 0.9500054121017456, "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": [ [ [ -77.69, 24.28 ], [ -77.68, 24.26 ], [ -77.68, 24.22 ], [ -77.69, 24.2 ], [ -77.75, 24.2 ], [ -77.76, 24.21 ], [ -77.76, 24.26 ], [ -77.74, 24.27 ], [ -77.71, 24.27 ], [ -77.69, 24.28 ] ] ] }, "raw_probability": 0.0629, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6899e4c57ee3122d6ed4d3cc177789231151ee8686551ea22f69590017a672f9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0629, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9f85392cf2d35cb9d8cce0becb21f61942762d1da30f92df37d683b0a260500b", "signature": { "alg": "ed25519", "sig": "9aec63861417ee48918e336ac6e03e679ca2b1bacb272f073d0cd7e648ea4ff0163e2969b2e6578ddbc099da0a1bf95b6c21b23c2fc2d9f36c3b611510c0f300" } }, "receipt_sha256": "9f85392cf2d35cb9d8cce0becb21f61942762d1da30f92df37d683b0a260500b" }, { "storm_id": "256467", "lat": 30.4848, "lon": -83.557, "motion_east": 5.3, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3219.0, "ebshear": 15.0, "srh01": 23.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 56.4514 }, { "name": "alignment", "value": 0.3953 }, { "name": "tau", "value": 3.1437 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0627 }, "coherence_score": 3.1437172889709473, "coherence_diagnostics": { "tau": 3.1437172889709473, "grad_tau": 0.2617991268634796, "torsion": 0.0, "alignment": 0.3952866196632385, "S_field": 0.9447982907295227, "Gamma_field": 0.3312060832977295, "S_over_Gamma": 2.8525993824005127, "Da": 21.323209762573242, "E_coh": 0.9327700734138489, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.58, 30.62 ], [ -83.52, 30.62 ], [ -83.47, 30.58 ], [ -83.43, 30.58 ], [ -83.46, 30.56 ], [ -83.46, 30.5 ], [ -83.48, 30.47 ], [ -83.48, 30.45 ], [ -83.5, 30.45 ], [ -83.53, 30.42 ], [ -83.55, 30.38 ], [ -83.55, 30.35 ], [ -83.59, 30.31 ], [ -83.62, 30.31 ], [ -83.66, 30.36 ], [ -83.65, 30.37 ], [ -83.65, 30.45 ], [ -83.63, 30.49 ], [ -83.6, 30.52 ], [ -83.62, 30.56 ], [ -83.6, 30.58 ], [ -83.6, 30.6 ], [ -83.58, 30.62 ] ] ] }, "raw_probability": 0.0627, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "3756718427e1566fea94043d5625e929a31821269afb8bd03ec1c9f291d17a7a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0627, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d2eaf88b14d5f34d07c26a50d48568da931b26af27352aad328895773e365506", "signature": { "alg": "ed25519", "sig": "2b66f476a8b473470d8c5526be90572d7cbb39760a5a56b1749b248ec1826dc419d43c0c49e5df8b9ce727678cde149cca997000b710dd1ef9ed86ea77886607" } }, "receipt_sha256": "d2eaf88b14d5f34d07c26a50d48568da931b26af27352aad328895773e365506" }, { "storm_id": "256477", "lat": 26.0789, "lon": -78.0978, "motion_east": 0.0, "motion_south": -5.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4349.0, "ebshear": 5.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 47.4514 }, { "name": "alignment", "value": -0.1815 }, { "name": "tau", "value": 1.2051 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0623 }, "coherence_score": 1.2051165103912354, "coherence_diagnostics": { "tau": 1.2051165103912354, "grad_tau": 0.96677166223526, "torsion": 0.0, "alignment": -0.18145418167114258, "S_field": 0.9234041571617126, "Gamma_field": 0.23953939974308014, "S_over_Gamma": 3.8549156188964844, "Da": 14.764278411865234, "E_coh": 0.9889634251594543, "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": [ [ [ -78.1, 26.12 ], [ -78.09, 26.12 ], [ -78.08, 26.1 ], [ -78.08, 26.04 ], [ -78.09, 26.03 ], [ -78.1, 26.03 ], [ -78.12, 26.05 ], [ -78.12, 26.1 ], [ -78.1, 26.12 ] ] ] }, "raw_probability": 0.0623, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0623, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d0d1b66c2dd9f5b802c31f5872f34cf87348e2a6a1488bdd83a0f72971a161d8", "signature": { "alg": "ed25519", "sig": "3a98367acd6b3421cc3c6680e44bbd4c51ae10c8574c65c1870710b04960ef9989b5cad1ab138a73ccb728f8b4d2cbcfcd3d2a70ef8f8c889df99f711795be04" } }, "receipt_sha256": "d0d1b66c2dd9f5b802c31f5872f34cf87348e2a6a1488bdd83a0f72971a161d8" }, { "storm_id": "256303", "lat": 42.7775, "lon": -81.1912, "motion_east": 2.3, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 311.0, "ebshear": 39.0, "srh01": 59.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 37.5764 }, { "name": "alignment", "value": 1.7205 }, { "name": "tau", "value": 1.1688 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0619 }, "coherence_score": 1.168845295906067, "coherence_diagnostics": { "tau": 1.168845295906067, "grad_tau": 0.12302761524915695, "torsion": 0.0, "alignment": 1.7205215692520142, "S_field": 0.18303102254867554, "Gamma_field": 0.22870604693889618, "S_over_Gamma": 0.8002893924713135, "Da": 13.410038948059082, "E_coh": 0.21581873297691345, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.2, 42.83 ], [ -81.14, 42.8 ], [ -81.14, 42.75 ], [ -81.16, 42.73 ], [ -81.21, 42.73 ], [ -81.24, 42.76 ], [ -81.24, 42.79 ], [ -81.2, 42.83 ] ] ] }, "raw_probability": 0.0619, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "fcc5c124ab61a9b2a6c953c548ff2b5e9ccff4d01bd3f737b4b2b31870aaf76e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0619, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5a927ca9cfa26b6c5192c4f50c55fc2e521db2c44518e2245052aad49af1513b", "signature": { "alg": "ed25519", "sig": "2ffb7a01324955c40c0ffd17a0ea3e8847fdea9a44a5136a9e28efc040b6f4a9416e79ce80b7161fbcddb6798e7c5e30feed2441218da2a331a40d7375770008" } }, "receipt_sha256": "5a927ca9cfa26b6c5192c4f50c55fc2e521db2c44518e2245052aad49af1513b" }, { "storm_id": "256441", "lat": 24.4993, "lon": -79.144, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3640.0, "ebshear": 8.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 45.8264 }, { "name": "alignment", "value": -0.3073 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0616 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.140510082244873, "torsion": 0.0, "alignment": -0.3073310852050781, "S_field": 0.9488025307655334, "Gamma_field": 0.2520394027233124, "S_over_Gamma": 3.764500856399536, "Da": 15.005631446838379, "E_coh": 0.9912315607070923, "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": [ [ [ -79.18, 24.55 ], [ -79.16, 24.55 ], [ -79.15, 24.54 ], [ -79.12, 24.55 ], [ -79.1, 24.53 ], [ -79.1, 24.5 ], [ -79.11, 24.49 ], [ -79.1, 24.47 ], [ -79.1, 24.44 ], [ -79.12, 24.43 ], [ -79.15, 24.43 ], [ -79.19, 24.46 ], [ -79.2, 24.48 ], [ -79.2, 24.52 ], [ -79.18, 24.55 ] ] ] }, "raw_probability": 0.0616, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b94020cd69ac7d175fc511436d003bede098f4a4fc340fa0f12ecff401a146a0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0616, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e6ffad38b27a806857a2e9462d3a3f0d09e903682e8496dfc6e1757295d90a41", "signature": { "alg": "ed25519", "sig": "116a56177490274ba5e812d2ab1bc3f8b2c8c31f1de7364d9a025f146c9faf69926c5c4140a4ce9d3ba5f0427db4799a2a502030901cad8db7b9b88afbe34d0c" } }, "receipt_sha256": "e6ffad38b27a806857a2e9462d3a3f0d09e903682e8496dfc6e1757295d90a41" }, { "storm_id": "256511", "lat": 27.8756, "lon": -92.4667, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3354.0, "ebshear": 11.0, "srh01": 42.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 47.2014 }, { "name": "alignment", "value": 0.5138 }, { "name": "tau", "value": 1.8396 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0609 }, "coherence_score": 1.8396000862121582, "coherence_diagnostics": { "tau": 1.8396000862121582, "grad_tau": 0.4058132469654083, "torsion": 0.0, "alignment": 0.5137921571731567, "S_field": 1.1634538173675537, "Gamma_field": 0.22870604693889618, "S_over_Gamma": 5.087114334106445, "Da": 14.00981330871582, "E_coh": 0.9919220209121704, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.5, 27.91 ], [ -92.43, 27.91 ], [ -92.41, 27.89 ], [ -92.41, 27.84 ], [ -92.42, 27.83 ], [ -92.49, 27.83 ], [ -92.52, 27.87 ], [ -92.52, 27.89 ], [ -92.5, 27.91 ] ] ] }, "raw_probability": 0.0609, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0609, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "323d99c1c217fd19e66022866c8e42e6c8157cf918d0449375648411c4a72bf9", "signature": { "alg": "ed25519", "sig": "6baf0562524916a34d071e5a04159e22456b55b0874cd3d880f59bfea06e3d89ecaf64e08152c1ba63f0748f58ebe8b79428ecf6860d7b9f066cdafe73b7c104" } }, "receipt_sha256": "323d99c1c217fd19e66022866c8e42e6c8157cf918d0449375648411c4a72bf9" }, { "storm_id": "255882", "lat": 29.9704, "lon": -84.6511, "motion_east": 6.6, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2352.0, "ebshear": 10.0, "srh01": 21.0, "maxllaz": 0.007, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 52.3264 }, { "name": "alignment", "value": -0.7879 }, { "name": "tau", "value": 2.272 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0602 }, "coherence_score": 2.2719907760620117, "coherence_diagnostics": { "tau": 2.2719907760620117, "grad_tau": 0.8863649964332581, "torsion": 0.0, "alignment": -0.7879494428634644, "S_field": 0.36056676506996155, "Gamma_field": 0.5153726935386658, "S_over_Gamma": 0.6996233463287354, "Da": 28.126893997192383, "E_coh": 0.888236403465271, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.68, 30.06 ], [ -84.63, 30.06 ], [ -84.6, 30.02 ], [ -84.58, 30.02 ], [ -84.56, 30.04 ], [ -84.53, 30.04 ], [ -84.52, 30.03 ], [ -84.52, 30.01 ], [ -84.53, 30.01 ], [ -84.55, 29.99 ], [ -84.56, 29.94 ], [ -84.57, 29.94 ], [ -84.59, 29.92 ], [ -84.63, 29.92 ], [ -84.64, 29.91 ], [ -84.65, 29.92 ], [ -84.68, 29.92 ], [ -84.69, 29.93 ], [ -84.7, 29.92 ], [ -84.73, 29.92 ], [ -84.77, 29.89 ], [ -84.79, 29.89 ], [ -84.81, 29.91 ], [ -84.81, 29.94 ], [ -84.79, 29.96 ], [ -84.74, 29.96 ], [ -84.7, 30.04 ], [ -84.68, 30.06 ] ] ] }, "raw_probability": 0.0602, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0602, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5847e4d69cd1a6d7fd05a27049ea5cd7a418a6527712890b2e1b700953cf9293", "signature": { "alg": "ed25519", "sig": "198e6c87c2f24eb3dfde9061b0c19d94dcd3f8a8426000e52dec5fc18432ade8234f915731df54b2806fb2432c6d320fe43ce6acafdae125263f21ec69717c0e" } }, "receipt_sha256": "5847e4d69cd1a6d7fd05a27049ea5cd7a418a6527712890b2e1b700953cf9293" }, { "storm_id": "256212", "lat": 36.5737, "lon": -82.6375, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2063.0, "ebshear": 29.0, "srh01": 41.0, "maxllaz": 0.004, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 41.5764 }, { "name": "alignment", "value": 0.8152 }, { "name": "tau", "value": 1.6639 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.06 }, "coherence_score": 1.6638962030410767, "coherence_diagnostics": { "tau": 1.6638962030410767, "grad_tau": 0.3317932188510895, "torsion": 0.0, "alignment": 0.8151893615722656, "S_field": 0.16037249565124512, "Gamma_field": 0.20287272334098816, "S_over_Gamma": 0.7905079126358032, "Da": 12.043787956237793, "E_coh": 0.26727408170700073, "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": [ [ [ -82.66, 36.61 ], [ -82.6, 36.61 ], [ -82.59, 36.55 ], [ -82.6, 36.54 ], [ -82.66, 36.54 ], [ -82.66, 36.56 ], [ -82.67, 36.57 ], [ -82.66, 36.61 ] ] ] }, "raw_probability": 0.06, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.06, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1471e881de5faf3f0f2b8e889065f3b3f1ba27b1ce4d8f4ad9da2caa37a1d99d", "signature": { "alg": "ed25519", "sig": "ee47ed58e804979283f72579b569d217958416f781e3fe39455234d2995dc3cf9c6e0cca90997ade38d51dcd343145782d565f4eb9bfb16e4cfff9bc0533e202" } }, "receipt_sha256": "1471e881de5faf3f0f2b8e889065f3b3f1ba27b1ce4d8f4ad9da2caa37a1d99d" }, { "storm_id": "253773", "lat": 36.0869, "lon": -82.9675, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2367.0, "ebshear": 30.0, "srh01": 39.0, "maxllaz": 0.007, "mesh": 0.68, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 41.4514 }, { "name": "alignment", "value": 3.399 }, { "name": "tau", "value": 1.451 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0598 }, "coherence_score": 1.451036810874939, "coherence_diagnostics": { "tau": 1.451036810874939, "grad_tau": 0.28296229243278503, "torsion": 0.0, "alignment": 3.3990180492401123, "S_field": 0.0962163656949997, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 0.42534834146499634, "Da": 13.22546672821045, "E_coh": 0.1340993344783783, "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": 7, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.97, 36.17 ], [ -82.94, 36.17 ], [ -82.88, 36.11 ], [ -82.87, 36.09 ], [ -82.87, 36.03 ], [ -82.88, 36.01 ], [ -82.94, 35.98 ], [ -82.95, 35.98 ], [ -83.0, 36.03 ], [ -83.05, 36.05 ], [ -83.05, 36.07 ], [ -83.06, 36.08 ], [ -83.05, 36.13 ], [ -83.02, 36.16 ], [ -82.98, 36.16 ], [ -82.97, 36.17 ] ] ] }, "raw_probability": 0.0598, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0598, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fa7e6091013017c5dfaa6e1f184d08e92899cf167a2b85e06af124f514b0ace2", "signature": { "alg": "ed25519", "sig": "75e9540bab3baa5ee8fa0962650217528f1ac24098358a8223cd9dfadb87ae2afa8746b6fafee213b5783003278ee76ce4e440223229ef9243e13993abf5c601" } }, "receipt_sha256": "fa7e6091013017c5dfaa6e1f184d08e92899cf167a2b85e06af124f514b0ace2" }, { "storm_id": "256768", "lat": 28.2813, "lon": -82.6713, "motion_east": 7.0, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1387.0, "ebshear": 15.0, "srh01": 19.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 56.3264 }, { "name": "alignment", "value": 1.1113 }, { "name": "tau", "value": 2.7021 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0597 }, "coherence_score": 2.702056407928467, "coherence_diagnostics": { "tau": 2.702056407928467, "grad_tau": 0.5385587811470032, "torsion": 0.0, "alignment": 1.1113215684890747, "S_field": 0.7875379323959351, "Gamma_field": 0.19120605289936066, "S_over_Gamma": 4.1187920570373535, "Da": 11.502099990844727, "E_coh": 0.9318705201148987, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.59, 28.39 ], [ -82.55, 28.39 ], [ -82.54, 28.38 ], [ -82.55, 28.37 ], [ -82.54, 28.29 ], [ -82.68, 28.21 ], [ -82.7, 28.21 ], [ -82.73, 28.19 ], [ -82.79, 28.18 ], [ -82.8, 28.19 ], [ -82.8, 28.24 ], [ -82.79, 28.25 ], [ -82.73, 28.26 ], [ -82.69, 28.28 ], [ -82.59, 28.39 ] ] ] }, "raw_probability": 0.0597, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0597, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cdef4846950ad815d88116b36af6c0a372d774b723a2ed08cac71dca93264b6d", "signature": { "alg": "ed25519", "sig": "90c40ebcaedc122705185f4360b8ec3f7b1233594d25f8dc3d40877dfc47bc5e4e9ffe2439eb3532608bca72065ddd0ac47cf0f2f92070e225e3a0fc31991805" } }, "receipt_sha256": "cdef4846950ad815d88116b36af6c0a372d774b723a2ed08cac71dca93264b6d" }, { "storm_id": "256187", "lat": 30.1376, "lon": -83.3081, "motion_east": 4.6, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2759.0, "ebshear": 17.0, "srh01": 15.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 56.4514 }, { "name": "alignment", "value": 0.3953 }, { "name": "tau", "value": 3.1437 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0592 }, "coherence_score": 3.1437172889709473, "coherence_diagnostics": { "tau": 3.1437172889709473, "grad_tau": 0.2617991268634796, "torsion": 0.0, "alignment": 0.3952866196632385, "S_field": 0.9447982907295227, "Gamma_field": 0.3312060832977295, "S_over_Gamma": 2.8525993824005127, "Da": 21.323209762573242, "E_coh": 0.9327700734138489, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.25, 30.23 ], [ -83.19, 30.23 ], [ -83.18, 30.22 ], [ -83.18, 30.19 ], [ -83.19, 30.17 ], [ -83.21, 30.16 ], [ -83.29, 30.08 ], [ -83.34, 30.07 ], [ -83.36, 30.06 ], [ -83.38, 30.04 ], [ -83.38, 30.03 ], [ -83.41, 30.02 ], [ -83.42, 30.03 ], [ -83.42, 30.06 ], [ -83.37, 30.11 ], [ -83.37, 30.14 ], [ -83.35, 30.17 ], [ -83.34, 30.21 ], [ -83.33, 30.22 ], [ -83.26, 30.22 ], [ -83.25, 30.23 ] ] ] }, "raw_probability": 0.0592, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0592, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "50b83107eaf999a4f08beb5f9f8a9b36d7cceee31e8a12d7aea8278471025205", "signature": { "alg": "ed25519", "sig": "8f61df8cd461be682b4dc044b85b5893e6f4ea1d50ef159060a47aa201f4f9ef3bc76d0721e1dcf4bf7d40edf0c1d616a45f1a3169c7458d4f282aaf77b49803" } }, "receipt_sha256": "50b83107eaf999a4f08beb5f9f8a9b36d7cceee31e8a12d7aea8278471025205" }, { "storm_id": "256233", "lat": 35.4173, "lon": -83.2893, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1154.0, "ebshear": 21.0, "srh01": 47.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 39.3264 }, { "name": "alignment", "value": 2.6038 }, { "name": "tau", "value": 1.5529 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.059 }, "coherence_score": 1.5529122352600098, "coherence_diagnostics": { "tau": 1.5529122352600098, "grad_tau": 0.3311627507209778, "torsion": 0.0, "alignment": 2.6037673950195312, "S_field": 0.17163002490997314, "Gamma_field": 0.21870605647563934, "S_over_Gamma": 0.7847520709037781, "Da": 12.979681015014648, "E_coh": 0.38624444603919983, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.32, 35.47 ], [ -83.31, 35.47 ], [ -83.3, 35.47 ], [ -83.29, 35.47 ], [ -83.28, 35.47 ], [ -83.27, 35.47 ], [ -83.26, 35.47 ], [ -83.26, 35.46 ], [ -83.26, 35.45 ], [ -83.26, 35.44 ], [ -83.26, 35.43 ], [ -83.25, 35.42 ], [ -83.25, 35.41 ], [ -83.24, 35.4 ], [ -83.23, 35.4 ], [ -83.22, 35.4 ], [ -83.21, 35.41 ], [ -83.21, 35.4 ], [ -83.21, 35.39 ], [ -83.22, 35.4 ], [ -83.23, 35.39 ], [ -83.23, 35.38 ], [ -83.24, 35.39 ], [ -83.25, 35.39 ], [ -83.26, 35.39 ], [ -83.27, 35.39 ], [ -83.28, 35.38 ], [ -83.29, 35.38 ], [ -83.3, 35.37 ], [ -83.31, 35.38 ], [ -83.32, 35.38 ], [ -83.33, 35.38 ], [ -83.34, 35.38 ], [ -83.35, 35.38 ], [ -83.36, 35.39 ], [ -83.37, 35.39 ], [ -83.37, 35.4 ], [ -83.37, 35.41 ], [ -83.37, 35.42 ], [ -83.37, 35.43 ], [ -83.36, 35.44 ], [ -83.35, 35.45 ], [ -83.34, 35.46 ], [ -83.33, 35.46 ], [ -83.32, 35.47 ] ] ] }, "raw_probability": 0.059, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.059, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c95d8b2da0118615915eaf2227d2d6ac51ff74a3d6da082f77d5ff7d37e6bc2a", "signature": { "alg": "ed25519", "sig": "98119ff95d3232a7acbd95856ba9f894bed1f1af07b100a1cb41e66412c6c340779dfa161a8b6e90353627ac29158ee2af14d0266492a25bc286a6f850dc4206" } }, "receipt_sha256": "c95d8b2da0118615915eaf2227d2d6ac51ff74a3d6da082f77d5ff7d37e6bc2a" }, { "storm_id": "256880", "lat": 27.0133, "lon": -81.7611, "motion_east": 6.4, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2456.0, "ebshear": 15.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 49.0764 }, { "name": "alignment", "value": -0.0319 }, { "name": "tau", "value": 1.6899 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0589 }, "coherence_score": 1.6898822784423828, "coherence_diagnostics": { "tau": 1.6898822784423828, "grad_tau": 0.5912281274795532, "torsion": 0.0, "alignment": -0.03189936280250549, "S_field": 0.48150813579559326, "Gamma_field": 0.22870604693889618, "S_over_Gamma": 2.105358123779297, "Da": 14.088092803955078, "E_coh": 0.9440146088600159, "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": [ [ [ -81.78, 27.04 ], [ -81.74, 27.04 ], [ -81.73, 27.03 ], [ -81.73, 26.99 ], [ -81.74, 26.98 ], [ -81.77, 26.98 ], [ -81.79, 26.99 ], [ -81.79, 27.03 ], [ -81.78, 27.04 ] ] ] }, "raw_probability": 0.0589, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0589, "probability": 0.000806, "confidence_lo": 0.000776, "confidence_hi": 0.000806, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9d30053bdba50459a3522711e2abea0df78f83b9d6268bf5870de5bf4b678013", "signature": { "alg": "ed25519", "sig": "7e0d0261a85405102b9c59452f1f3c6b76e589b6e6a4671f805f80ca62522bad07958fc7f949308428d34475bc8b7e4bf2f01409c8cc32143ca6a0c4e8bec70a" } }, "receipt_sha256": "9d30053bdba50459a3522711e2abea0df78f83b9d6268bf5870de5bf4b678013" }, { "storm_id": "256107", "lat": 47.0131, "lon": -69.1912, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 520.0, "ebshear": 19.0, "srh01": 45.0, "maxllaz": 0.003, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 35.2014 }, { "name": "alignment", "value": -3.1215 }, { "name": "tau", "value": 0.8003 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0585 }, "coherence_score": 0.800348162651062, "coherence_diagnostics": { "tau": 0.800348162651062, "grad_tau": 0.222184419631958, "torsion": 0.0, "alignment": -3.121485471725464, "S_field": 0.41415509581565857, "Gamma_field": 0.2570393979549408, "S_over_Gamma": 1.6112514734268188, "Da": 16.502838134765625, "E_coh": 0.7853907346725464, "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": [ [ [ -69.24, 47.07 ], [ -69.23, 47.06 ], [ -69.17, 47.06 ], [ -69.15, 47.04 ], [ -69.12, 47.03 ], [ -69.12, 46.99 ], [ -69.13, 46.97 ], [ -69.14, 46.96 ], [ -69.17, 46.96 ], [ -69.18, 46.97 ], [ -69.21, 46.97 ], [ -69.23, 46.98 ], [ -69.24, 46.99 ], [ -69.24, 47.04 ], [ -69.25, 47.05 ], [ -69.24, 47.07 ] ] ] }, "raw_probability": 0.0585, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0585, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b323533a7c3d901b232b0c3ef329e975bf7eca2317b1f31479e0f684ca4a656e", "signature": { "alg": "ed25519", "sig": "a32b3c8b412b72802acefeebbfed4043ef1d0e775987bc46b581948b0fe381aae9f0e78a358118af210713f59cad28ec867dc1dce9a3a1b653d69567d8679107" } }, "receipt_sha256": "b323533a7c3d901b232b0c3ef329e975bf7eca2317b1f31479e0f684ca4a656e" }, { "storm_id": "256481", "lat": 24.7432, "lon": -77.8293, "motion_east": 0.4, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3802.0, "ebshear": 8.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.37, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 44.2014 }, { "name": "alignment", "value": 3.9427 }, { "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": 1.1494505405426025, "torsion": 0.0, "alignment": 3.942668914794922, "S_field": 0.4359774589538574, "Gamma_field": 0.43870607018470764, "S_over_Gamma": 0.9937803149223328, "Da": 26.605722427368164, "E_coh": 0.9500054121017456, "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": [ [ [ -77.83, 24.83 ], [ -77.82, 24.82 ], [ -77.82, 24.81 ], [ -77.82, 24.8 ], [ -77.83, 24.79 ], [ -77.83, 24.78 ], [ -77.83, 24.77 ], [ -77.83, 24.76 ], [ -77.82, 24.75 ], [ -77.82, 24.74 ], [ -77.81, 24.73 ], [ -77.8, 24.72 ], [ -77.79, 24.71 ], [ -77.79, 24.7 ], [ -77.79, 24.69 ], [ -77.79, 24.68 ], [ -77.8, 24.67 ], [ -77.81, 24.67 ], [ -77.82, 24.67 ], [ -77.83, 24.67 ], [ -77.84, 24.67 ], [ -77.85, 24.67 ], [ -77.85, 24.68 ], [ -77.85, 24.69 ], [ -77.86, 24.7 ], [ -77.86, 24.71 ], [ -77.86, 24.72 ], [ -77.86, 24.73 ], [ -77.85, 24.74 ], [ -77.85, 24.75 ], [ -77.84, 24.75 ], [ -77.83, 24.76 ], [ -77.83, 24.77 ], [ -77.84, 24.78 ], [ -77.84, 24.79 ], [ -77.85, 24.8 ], [ -77.84, 24.8 ], [ -77.83, 24.81 ], [ -77.83, 24.82 ], [ -77.83, 24.83 ] ] ] }, "raw_probability": 0.0575, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0575, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "357e709fbfda90915492cae42ed1c8bbb4136157c147425df4ae79ee80d4ec74", "signature": { "alg": "ed25519", "sig": "8e079ab0e926a3a83f740faa5030883a13ff3ed4dcf02fec87baba2f01449ff6d936b75ad89dc5995bb78ccca8694aed0a81af610c5d234d4136a4ed8df87e0e" } }, "receipt_sha256": "357e709fbfda90915492cae42ed1c8bbb4136157c147425df4ae79ee80d4ec74" }, { "storm_id": "256913", "lat": 26.5178, "lon": -93.6456, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4140.0, "ebshear": 9.0, "srh01": 10.0, "maxllaz": 0.0, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 46.0764 }, { "name": "alignment", "value": 1.4012 }, { "name": "tau", "value": 1.5946 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0574 }, "coherence_score": 1.5946376323699951, "coherence_diagnostics": { "tau": 1.5946376323699951, "grad_tau": 0.3610771894454956, "torsion": 0.0, "alignment": 1.4011555910110474, "S_field": 0.9830276966094971, "Gamma_field": 0.26787272095680237, "S_over_Gamma": 3.6697566509246826, "Da": 15.827082633972168, "E_coh": 0.9723522067070007, "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": [ [ [ -93.71, 26.59 ], [ -93.64, 26.59 ], [ -93.61, 26.56 ], [ -93.62, 26.52 ], [ -93.6, 26.48 ], [ -93.61, 26.47 ], [ -93.6, 26.45 ], [ -93.6, 26.42 ], [ -93.62, 26.43 ], [ -93.61, 26.46 ], [ -93.64, 26.5 ], [ -93.63, 26.52 ], [ -93.66, 26.55 ], [ -93.67, 26.55 ], [ -93.69, 26.53 ], [ -93.7, 26.54 ], [ -93.7, 26.57 ], [ -93.71, 26.59 ] ] ] }, "raw_probability": 0.0574, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0574, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a74bce9bf466e299b8c819cde514616f3fb4ae5c9f6c603cd044e97b15613871", "signature": { "alg": "ed25519", "sig": "fd9434602c36f1bc51596f9d52cbe12e69f7dd0385d79d13201269cd5a0f4d309cd7a175789bbfef929d3ad3d9fcbafcf97de06c9f16d190e96f39de6264bc02" } }, "receipt_sha256": "a74bce9bf466e299b8c819cde514616f3fb4ae5c9f6c603cd044e97b15613871" }, { "storm_id": "256813", "lat": 24.9536, "lon": -79.5691, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3652.0, "ebshear": 7.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 45.8264 }, { "name": "alignment", "value": -0.3073 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0572 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.140510082244873, "torsion": 0.0, "alignment": -0.3073310852050781, "S_field": 0.9488025307655334, "Gamma_field": 0.2520394027233124, "S_over_Gamma": 3.764500856399536, "Da": 15.005631446838379, "E_coh": 0.9912315607070923, "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": [ [ [ -79.62, 25.0 ], [ -79.53, 25.0 ], [ -79.51, 24.99 ], [ -79.51, 24.98 ], [ -79.54, 24.96 ], [ -79.53, 24.92 ], [ -79.56, 24.92 ], [ -79.59, 24.9 ], [ -79.63, 24.9 ], [ -79.62, 24.92 ], [ -79.62, 25.0 ] ] ] }, "raw_probability": 0.0572, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0572, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d4ccde030862a89ddd06d530101cd8b1826cc2500951540e8e9cdeb80862cdee", "signature": { "alg": "ed25519", "sig": "d1f06998e947ebd6a7f1fdba786ee4b216eb0182a2a8cd42672a31fc9f22e7750cae518f48d3b870df37fd1f485f8b9b58018db86babce9d974760544ec57605" } }, "receipt_sha256": "d4ccde030862a89ddd06d530101cd8b1826cc2500951540e8e9cdeb80862cdee" }, { "storm_id": "256470", "lat": 29.2953, "lon": -84.9427, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2501.0, "ebshear": 18.0, "srh01": 22.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 54.3264 }, { "name": "alignment", "value": -2.4574 }, { "name": "tau", "value": 2.7874 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0566 }, "coherence_score": 2.7873668670654297, "coherence_diagnostics": { "tau": 2.7873668670654297, "grad_tau": 0.5980870127677917, "torsion": 0.0, "alignment": -2.4574320316314697, "S_field": 1.287186861038208, "Gamma_field": 0.22037272155284882, "S_over_Gamma": 5.840953826904297, "Da": 12.018506050109863, "E_coh": 0.9676102995872498, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.9, 29.34 ], [ -84.89, 29.33 ], [ -84.89, 29.3 ], [ -84.88, 29.29 ], [ -84.9, 29.27 ], [ -84.92, 29.27 ], [ -84.96, 29.24 ], [ -85.01, 29.24 ], [ -85.03, 29.25 ], [ -85.03, 29.3 ], [ -85.02, 29.31 ], [ -85.0, 29.32 ], [ -84.91, 29.31 ], [ -84.9, 29.32 ], [ -84.9, 29.34 ] ] ] }, "raw_probability": 0.0566, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0566, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f96566376052914d60759b112c1a239cb8ccf6367a6549f6303cd63c7948d14b", "signature": { "alg": "ed25519", "sig": "2ed2f009160b5e498cc408c386c4c64a344bdf0ca864e8ca6ad0760eeeaba6277311196151b49ef3079f56ddd60bf3ecbd50cfca48994aca7ab0e4030881d80d" } }, "receipt_sha256": "f96566376052914d60759b112c1a239cb8ccf6367a6549f6303cd63c7948d14b" }, { "storm_id": "255670", "lat": 33.79, "lon": -75.751, "motion_east": 2.7, "motion_south": -10.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2558.0, "ebshear": 19.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 62.2014 }, { "name": "alignment", "value": 4.4731 }, { "name": "tau", "value": 3.5281 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0563 }, "coherence_score": 3.528113842010498, "coherence_diagnostics": { "tau": 3.528113842010498, "grad_tau": 0.18071690201759338, "torsion": 0.0, "alignment": 4.4731221199035645, "S_field": 0.3706341087818146, "Gamma_field": 0.18953938782215118, "S_over_Gamma": 1.9554463624954224, "Da": 10.882585525512695, "E_coh": 0.9252986907958984, "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": [ [ [ -75.66, 33.87 ], [ -75.65, 33.87 ], [ -75.66, 33.85 ], [ -75.65, 33.84 ], [ -75.66, 33.83 ], [ -75.7, 33.83 ], [ -75.73, 33.78 ], [ -75.72, 33.76 ], [ -75.72, 33.71 ], [ -75.75, 33.67 ], [ -75.77, 33.66 ], [ -75.82, 33.66 ], [ -75.83, 33.7 ], [ -75.86, 33.73 ], [ -75.88, 33.73 ], [ -75.89, 33.74 ], [ -75.9, 33.78 ], [ -75.88, 33.79 ], [ -75.81, 33.79 ], [ -75.8, 33.8 ], [ -75.76, 33.78 ], [ -75.72, 33.81 ], [ -75.72, 33.82 ], [ -75.74, 33.84 ], [ -75.74, 33.86 ], [ -75.72, 33.86 ], [ -75.7, 33.84 ], [ -75.68, 33.84 ], [ -75.66, 33.87 ] ] ] }, "raw_probability": 0.0563, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0563, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fb0b22ec6530d74587b9eb7b732e197bd20f9b0eecae587aacbd0593b593fe05", "signature": { "alg": "ed25519", "sig": "08147bb60879e090702b1740e1a5f19e254c14a41039bbc0e99f96c492551c19d68cae8fccb3dabf5113b1430a492b7b8f6cc141c46f74675990b01e3ee9cf00" } }, "receipt_sha256": "fb0b22ec6530d74587b9eb7b732e197bd20f9b0eecae587aacbd0593b593fe05" }, { "storm_id": "256663", "lat": 39.431, "lon": -81.745, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1583.0, "ebshear": 33.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 42.9514 }, { "name": "alignment", "value": 0.0692 }, { "name": "tau", "value": 1.7035 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0561 }, "coherence_score": 1.703503131866455, "coherence_diagnostics": { "tau": 1.703503131866455, "grad_tau": 0.38611310720443726, "torsion": 0.0, "alignment": 0.06922899931669235, "S_field": 0.39307913184165955, "Gamma_field": 0.19287271797657013, "S_over_Gamma": 2.0380234718322754, "Da": 11.635222434997559, "E_coh": 0.9012904763221741, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.76, 39.47 ], [ -81.72, 39.46 ], [ -81.71, 39.44 ], [ -81.71, 39.42 ], [ -81.73, 39.41 ], [ -81.74, 39.39 ], [ -81.78, 39.39 ], [ -81.77, 39.4 ], [ -81.77, 39.46 ], [ -81.76, 39.47 ] ] ] }, "raw_probability": 0.0561, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "40da383cda7607b2b239da9913183ff66d238f00ddaf9154c19f755980bd1df7", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0561, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "34c919832cd49ebb7c4f8030c6bacb550a28b495fff777f434937f25de2b2d01", "signature": { "alg": "ed25519", "sig": "8b5858f5c64518f03666bc51abc4e8aabb2686cb8bcdaa27918a085dc8996787b5fa89f851510d0b09e3c12375bdfc01562a6371f7b9bd9efea1d55c2abc0407" } }, "receipt_sha256": "34c919832cd49ebb7c4f8030c6bacb550a28b495fff777f434937f25de2b2d01" }, { "storm_id": "256684", "lat": 26.6569, "lon": -85.1, "motion_east": 4.3, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1488.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 57.7014 }, { "name": "alignment", "value": -0.9198 }, { "name": "tau", "value": 2.4591 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0559 }, "coherence_score": 2.4590649604797363, "coherence_diagnostics": { "tau": 2.4590649604797363, "grad_tau": 0.6237805485725403, "torsion": 0.0, "alignment": -0.9198120832443237, "S_field": 1.2697874307632446, "Gamma_field": 0.19620604813098907, "S_over_Gamma": 6.471704006195068, "Da": 12.356451988220215, "E_coh": 0.9905557036399841, "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": [ [ [ -85.09, 26.71 ], [ -85.08, 26.71 ], [ -85.08, 26.69 ], [ -85.07, 26.68 ], [ -85.07, 26.59 ], [ -85.08, 26.58 ], [ -85.1, 26.6 ], [ -85.13, 26.6 ], [ -85.15, 26.63 ], [ -85.15, 26.66 ], [ -85.11, 26.69 ], [ -85.1, 26.69 ], [ -85.09, 26.71 ] ] ] }, "raw_probability": 0.0559, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0559, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d5bc6237182ff67a207b6db55a68fdb284ba8c71471794d8b00a4564cc93472e", "signature": { "alg": "ed25519", "sig": "7be0e3121a98e0298a0f00a3922620cf86f84f146a7b5765cd74b06bde6192b794a4a1378e34e89a2764fd6de375997b8fc4a3c41c4c33992556ff3c62a0b903" } }, "receipt_sha256": "d5bc6237182ff67a207b6db55a68fdb284ba8c71471794d8b00a4564cc93472e" }, { "storm_id": "256599", "lat": 24.0757, "lon": -77.8414, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3339.0, "ebshear": 9.0, "srh01": 26.0, "maxllaz": 0.0, "mesh": 0.45, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 44.2014 }, { "name": "alignment", "value": 3.9427 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0558 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.1494505405426025, "torsion": 0.0, "alignment": 3.942668914794922, "S_field": 0.4359774589538574, "Gamma_field": 0.43870607018470764, "S_over_Gamma": 0.9937803149223328, "Da": 26.605722427368164, "E_coh": 0.9500054121017456, "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": [ [ [ -77.86, 24.09 ], [ -77.81, 24.09 ], [ -77.8, 24.08 ], [ -77.8, 24.05 ], [ -77.88, 24.05 ], [ -77.88, 24.08 ], [ -77.86, 24.09 ] ] ] }, "raw_probability": 0.0558, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ae3b476197aa1bc551fd0c253ed8ca80440694c50eb67accd0a6d330e7039bca", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0558, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd13b6ccf0f96bfd855a4c6ff93af9228ab40de5c0781205aca9290597bf8d57", "signature": { "alg": "ed25519", "sig": "41956c02a00d7c8986906430d80fd8fcf49b30920cbfed092e3e88d1e9e2b142578543732cb139228de7a14e0321962d4497f545c45d4ac477d57fec7a10c30e" } }, "receipt_sha256": "dd13b6ccf0f96bfd855a4c6ff93af9228ab40de5c0781205aca9290597bf8d57" }, { "storm_id": "256914", "lat": 25.7886, "lon": -76.8057, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3603.0, "ebshear": 8.0, "srh01": 16.0, "maxllaz": 0.0, "mesh": 0.15, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 49.9514 }, { "name": "alignment", "value": 0.7199 }, { "name": "tau", "value": 1.3323 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0556 }, "coherence_score": 1.3322585821151733, "coherence_diagnostics": { "tau": 1.3322585821151733, "grad_tau": 0.9796953201293945, "torsion": 0.0, "alignment": 0.7198854684829712, "S_field": 1.146155834197998, "Gamma_field": 0.2245393842458725, "S_over_Gamma": 5.104475498199463, "Da": 14.433127403259277, "E_coh": 0.9894011616706848, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.8, 25.85 ], [ -76.79, 25.85 ], [ -76.78, 25.83 ], [ -76.78, 25.8 ], [ -76.77, 25.79 ], [ -76.77, 25.73 ], [ -76.79, 25.71 ], [ -76.8, 25.72 ], [ -76.84, 25.72 ], [ -76.86, 25.76 ], [ -76.86, 25.79 ], [ -76.84, 25.8 ], [ -76.8, 25.84 ], [ -76.8, 25.85 ] ] ] }, "raw_probability": 0.0556, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0556, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e0cd43f8923577304419baab93f93adedc3663085de1f0861984382947a95e93", "signature": { "alg": "ed25519", "sig": "4ab0e516848762a5ef3ce197796d0a77330fe8f178df9947943c10231bd2211d16ee228e20048e21795487eb0047d79fd46449b5cd101dff947f55b18f19760e" } }, "receipt_sha256": "e0cd43f8923577304419baab93f93adedc3663085de1f0861984382947a95e93" }, { "storm_id": "256371", "lat": 42.2964, "lon": -82.01, "motion_east": 3.1, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 241.0, "ebshear": 40.0, "srh01": 30.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 35.3264 }, { "name": "alignment", "value": 2.4931 }, { "name": "tau", "value": 1.1012 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0532 }, "coherence_score": 1.1012476682662964, "coherence_diagnostics": { "tau": 1.1012476682662964, "grad_tau": 0.07782140374183655, "torsion": 0.0, "alignment": 2.493107795715332, "S_field": 0.1908842921257019, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 0.8438513875007629, "Da": 12.639963150024414, "E_coh": 0.2885805666446686, "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": [ [ [ -82.01, 42.36 ], [ -81.97, 42.36 ], [ -81.96, 42.35 ], [ -81.95, 42.29 ], [ -81.98, 42.23 ], [ -82.0, 42.22 ], [ -82.03, 42.22 ], [ -82.07, 42.25 ], [ -82.07, 42.3 ], [ -82.06, 42.32 ], [ -82.01, 42.36 ] ] ] }, "raw_probability": 0.0532, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2a268592bcf19b4c991cbfb165c9f291ea429c1072d739fd2e1fa52c0b943fa6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0532, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "60003a9a124db149d9775762448d2c25a8f7679ae8fcb86cd0822892e00d5b54", "signature": { "alg": "ed25519", "sig": "ea66b8cb4005bed4a92bd83edf02e0748182ea7705a1abdb2cd95d8c538f5fdb899c76bb2ba2bbb1b5683171f4e646bbf1f1d51a16327b353edaf903fa150b07" } }, "receipt_sha256": "60003a9a124db149d9775762448d2c25a8f7679ae8fcb86cd0822892e00d5b54" }, { "storm_id": "256577", "lat": 30.5269, "lon": -82.6094, "motion_east": 4.3, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1768.0, "ebshear": 17.0, "srh01": 29.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 60.4514 }, { "name": "alignment", "value": -0.2826 }, { "name": "tau", "value": 3.2235 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0531 }, "coherence_score": 3.223529577255249, "coherence_diagnostics": { "tau": 3.223529577255249, "grad_tau": 0.15904605388641357, "torsion": 0.0, "alignment": -0.2825874090194702, "S_field": 0.895549476146698, "Gamma_field": 0.22870606184005737, "S_over_Gamma": 3.915722608566284, "Da": 14.454164505004883, "E_coh": 0.9117225408554077, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.59, 30.63 ], [ -82.55, 30.63 ], [ -82.53, 30.61 ], [ -82.54, 30.6 ], [ -82.54, 30.57 ], [ -82.58, 30.53 ], [ -82.59, 30.43 ], [ -82.63, 30.4 ], [ -82.65, 30.41 ], [ -82.68, 30.41 ], [ -82.68, 30.46 ], [ -82.66, 30.49 ], [ -82.66, 30.52 ], [ -82.64, 30.54 ], [ -82.64, 30.57 ], [ -82.59, 30.63 ] ] ] }, "raw_probability": 0.0531, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0531, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d3623fc49dd862c7b3202b7eff1ae2bd7dbf4e5d47b3c822f6b41bd692182bb3", "signature": { "alg": "ed25519", "sig": "05ed642eb4f5cf58bbd6f565a2b55a166bad382cd9e86ca556b9b8159a8a768160b5cebd0b05ebad82a3183867eb519a19fdf101b2ae1079e8473d87e4595402" } }, "receipt_sha256": "d3623fc49dd862c7b3202b7eff1ae2bd7dbf4e5d47b3c822f6b41bd692182bb3" }, { "storm_id": "256870", "lat": 29.914, "lon": -83.599, "motion_east": 5.1, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2672.0, "ebshear": 15.0, "srh01": 9.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 58.5764 }, { "name": "alignment", "value": 3.144 }, { "name": "tau", "value": 3.4473 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0514 }, "coherence_score": 3.4473257064819336, "coherence_diagnostics": { "tau": 3.4473257064819336, "grad_tau": 0.17624400556087494, "torsion": 0.0, "alignment": 3.143968105316162, "S_field": 1.658110499382019, "Gamma_field": 0.2087060511112213, "S_over_Gamma": 7.944716930389404, "Da": 11.619006156921387, "E_coh": 0.9516024589538574, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.59, 29.95 ], [ -83.55, 29.94 ], [ -83.55, 29.91 ], [ -83.58, 29.86 ], [ -83.63, 29.86 ], [ -83.64, 29.87 ], [ -83.64, 29.92 ], [ -83.62, 29.94 ], [ -83.6, 29.94 ], [ -83.59, 29.95 ] ] ] }, "raw_probability": 0.0514, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0514, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1676cc36ea3ae2404952f63c5348628afb6684a19af9f9bb6406fe5cf7e6c316", "signature": { "alg": "ed25519", "sig": "41400c1c6d92977671621eb43af788b9ff12e5dcd011414f20a63748845b05f76a94e26c33d11248f1efc0d1b0b1376f7c4fbca76d93381417db59f2bfc94507" } }, "receipt_sha256": "1676cc36ea3ae2404952f63c5348628afb6684a19af9f9bb6406fe5cf7e6c316" }, { "storm_id": "256249", "lat": 27.843, "lon": -93.852, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2840.0, "ebshear": 15.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.0764 }, { "name": "alignment", "value": 1.5989 }, { "name": "tau", "value": 1.6241 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.051 }, "coherence_score": 1.6241424083709717, "coherence_diagnostics": { "tau": 1.6241424083709717, "grad_tau": 0.3852155804634094, "torsion": 0.0, "alignment": 1.598881721496582, "S_field": 1.0979427099227905, "Gamma_field": 0.19787271320819855, "S_over_Gamma": 5.548732280731201, "Da": 11.910768508911133, "E_coh": 0.9339545965194702, "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": [ [ [ -93.87, 27.88 ], [ -93.83, 27.88 ], [ -93.82, 27.87 ], [ -93.82, 27.82 ], [ -93.83, 27.81 ], [ -93.85, 27.81 ], [ -93.86, 27.8 ], [ -93.89, 27.81 ], [ -93.88, 27.87 ], [ -93.87, 27.88 ] ] ] }, "raw_probability": 0.051, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.051, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "751cddce5ee28733ba2af6e1beba2f76c6cb3006b2640afa232f4677f918390e", "signature": { "alg": "ed25519", "sig": "f98ba0cb4e828e14d628c7ac0c5b3c3622827a005948403f6555de1b2ae495f52eba7af54fe612288c94c5d93ef236e9a3cdfd75d87d200a930e368a173e2e0c" } }, "receipt_sha256": "751cddce5ee28733ba2af6e1beba2f76c6cb3006b2640afa232f4677f918390e" }, { "storm_id": "256446", "lat": 45.7958, "lon": -70.3317, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 638.0, "ebshear": 25.0, "srh01": 37.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 39.2014 }, { "name": "alignment", "value": 0.9284 }, { "name": "tau", "value": 1.0534 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0503 }, "coherence_score": 1.053396463394165, "coherence_diagnostics": { "tau": 1.053396463394165, "grad_tau": 0.17961885035037994, "torsion": 0.0, "alignment": 0.9284048080444336, "S_field": 0.42289668321609497, "Gamma_field": 0.2712060809135437, "S_over_Gamma": 1.5593185424804688, "Da": 17.252864837646484, "E_coh": 0.8202789425849915, "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": [ [ [ -70.33, 45.84 ], [ -70.3, 45.84 ], [ -70.29, 45.83 ], [ -70.29, 45.77 ], [ -70.3, 45.76 ], [ -70.36, 45.76 ], [ -70.37, 45.75 ], [ -70.37, 45.77 ], [ -70.36, 45.77 ], [ -70.34, 45.79 ], [ -70.34, 45.83 ], [ -70.33, 45.84 ] ] ] }, "raw_probability": 0.0503, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0503, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "492f1d22fec43a12c4e5af4a29b4e20feeaf957d9a6cb347a0f140a8bbdd8803", "signature": { "alg": "ed25519", "sig": "63431f5f462d6082fc49e978925bed181ecbbeede14ad0b7e9a3c34a283d9e8cbc8eb4e487b932e004b486683da79f4bd36f06fbc2998e254400b1724e7edb07" } }, "receipt_sha256": "492f1d22fec43a12c4e5af4a29b4e20feeaf957d9a6cb347a0f140a8bbdd8803" }, { "storm_id": "256809", "lat": 27.89, "lon": -80.9567, "motion_east": 4.6, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2048.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.004, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 53.2014 }, { "name": "alignment", "value": -1.7525 }, { "name": "tau", "value": 2.3815 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0501 }, "coherence_score": 2.381523847579956, "coherence_diagnostics": { "tau": 2.381523847579956, "grad_tau": 0.4675869941711426, "torsion": 0.0, "alignment": -1.7524962425231934, "S_field": 0.5200320482254028, "Gamma_field": 0.27453941106796265, "S_over_Gamma": 1.8941981792449951, "Da": 16.99600601196289, "E_coh": 0.920638918876648, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.96, 27.92 ], [ -80.94, 27.92 ], [ -80.93, 27.91 ], [ -80.93, 27.88 ], [ -80.94, 27.86 ], [ -80.95, 27.85 ], [ -81.0, 27.86 ], [ -81.0, 27.89 ], [ -80.96, 27.92 ] ] ] }, "raw_probability": 0.0501, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0501, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d36580c6c4460d2eacec5a9c90ba9ea5db16d94300319ee66ad5b095fdc4207", "signature": { "alg": "ed25519", "sig": "e583c0eee175ba5ab1a49824bafbe3f15b53b3866c868518a1c6b3607a09d1a60d5434542ecb022180b4cdacfbac96bd78597061fad795b3bd8f5b547fa2ad07" } }, "receipt_sha256": "5d36580c6c4460d2eacec5a9c90ba9ea5db16d94300319ee66ad5b095fdc4207" }, { "storm_id": "256883", "lat": 24.7618, "lon": -78.4082, "motion_east": 0.1, "motion_south": -3.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3264.0, "ebshear": 17.0, "srh01": 57.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 44.7014 }, { "name": "alignment", "value": 1.6927 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0499 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.2051165103912354, "torsion": 0.0, "alignment": 1.6926689147949219, "S_field": 0.6234631538391113, "Gamma_field": 0.3570394217967987, "S_over_Gamma": 1.7462025880813599, "Da": 21.328933715820312, "E_coh": 0.9446222186088562, "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": [ [ [ -78.43, 24.8 ], [ -78.42, 24.8 ], [ -78.4, 24.78 ], [ -78.38, 24.78 ], [ -78.37, 24.76 ], [ -78.37, 24.72 ], [ -78.38, 24.7 ], [ -78.44, 24.73 ], [ -78.44, 24.75 ], [ -78.43, 24.76 ], [ -78.43, 24.8 ] ] ] }, "raw_probability": 0.0499, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0499, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ba10211b384c150bdcc45c65131a7477fce3de511e1c1090f2edcadddabb5c66", "signature": { "alg": "ed25519", "sig": "0f7db122835725e4c583164dd8ea2f5b6c5099c9779a9dd24566d10f16aaad370397a5b1e83bd87224e467ae282f529d77bb96d36919d87d45b050dd70f5650a" } }, "receipt_sha256": "ba10211b384c150bdcc45c65131a7477fce3de511e1c1090f2edcadddabb5c66" }, { "storm_id": "256699", "lat": 34.283, "lon": -75.571, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2551.0, "ebshear": 24.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 62.2014 }, { "name": "alignment", "value": 4.4731 }, { "name": "tau", "value": 3.5281 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0496 }, "coherence_score": 3.528113842010498, "coherence_diagnostics": { "tau": 3.528113842010498, "grad_tau": 0.18071690201759338, "torsion": 0.0, "alignment": 4.4731221199035645, "S_field": 0.3706341087818146, "Gamma_field": 0.18953938782215118, "S_over_Gamma": 1.9554463624954224, "Da": 10.882585525512695, "E_coh": 0.9252986907958984, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.54, 34.31 ], [ -75.52, 34.3 ], [ -75.54, 34.26 ], [ -75.6, 34.26 ], [ -75.61, 34.25 ], [ -75.62, 34.26 ], [ -75.6, 34.3 ], [ -75.59, 34.29 ], [ -75.55, 34.29 ], [ -75.54, 34.31 ] ] ] }, "raw_probability": 0.0496, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0496, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "de21eff483761d723306aaa547fd5c3cdc086bcfb54b0f2db444e8a9ab34c06d", "signature": { "alg": "ed25519", "sig": "04566119d50734891d3b5543b20b7eea074a5968f17c9745500a64523a3067c6bd7be1fd8f078e16780b51c25f12ba908523c9689b85855224d1b6b5fbe2c60f" } }, "receipt_sha256": "de21eff483761d723306aaa547fd5c3cdc086bcfb54b0f2db444e8a9ab34c06d" }, { "storm_id": "255155", "lat": 28.001, "lon": -93.224, "motion_east": 0.8, "motion_south": 1.7, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3062.0, "ebshear": 16.0, "srh01": 61.0, "maxllaz": 0.001, "mesh": 0.18, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 48.2014 }, { "name": "alignment", "value": 0.0687 }, { "name": "tau", "value": 1.0253 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0493 }, "coherence_score": 1.0253205299377441, "coherence_diagnostics": { "tau": 1.0253205299377441, "grad_tau": 0.39712443947792053, "torsion": 0.0, "alignment": 0.06872999668121338, "S_field": 0.3383922874927521, "Gamma_field": 0.9753727912902832, "S_over_Gamma": 0.3469363749027252, "Da": 57.51911544799805, "E_coh": 0.7175579071044922, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.21, 28.03 ], [ -93.19, 28.02 ], [ -93.19, 27.99 ], [ -93.21, 27.97 ], [ -93.25, 27.96 ], [ -93.26, 27.97 ], [ -93.26, 28.0 ], [ -93.24, 28.02 ], [ -93.22, 28.02 ], [ -93.21, 28.03 ] ] ] }, "raw_probability": 0.0493, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0493, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cdb77216fb64a5cb4b74c8d3cedbb92265cc0dc5646ec3fb6acc25df654ac8ca", "signature": { "alg": "ed25519", "sig": "2672450b18d2d2b737716d81276bbde634ced9061e765cb47eb527f0456dde6cd2029f84c5f91ee237d6b61f90c39b6600e81141642c76e68bb58280b1f3b302" } }, "receipt_sha256": "cdb77216fb64a5cb4b74c8d3cedbb92265cc0dc5646ec3fb6acc25df654ac8ca" }, { "storm_id": "256285", "lat": 28.0362, "lon": -80.925, "motion_east": 4.4, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2033.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 53.2014 }, { "name": "alignment", "value": -1.7525 }, { "name": "tau", "value": 2.3815 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.049 }, "coherence_score": 2.381523847579956, "coherence_diagnostics": { "tau": 2.381523847579956, "grad_tau": 0.4675869941711426, "torsion": 0.0, "alignment": -1.7524962425231934, "S_field": 0.5200320482254028, "Gamma_field": 0.27453941106796265, "S_over_Gamma": 1.8941981792449951, "Da": 16.99600601196289, "E_coh": 0.920638918876648, "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": [ [ [ -80.94, 28.06 ], [ -80.9, 28.06 ], [ -80.89, 28.05 ], [ -80.89, 28.0 ], [ -80.94, 28.0 ], [ -80.95, 28.01 ], [ -80.95, 28.05 ], [ -80.94, 28.06 ] ] ] }, "raw_probability": 0.049, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.049, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bbe67638c095c128c1fcfacc4ff7beee5463fc883b1ea6adbfc92436c27ca2b9", "signature": { "alg": "ed25519", "sig": "6acbb37ddc0834ac4c604abbad45ec99aecd150e7ecf397f5b8a4a466bab7001c7766f5d03d58cc0e02fb19371c98daf0a020a7b351d0930380d4acbd6372e0b" } }, "receipt_sha256": "bbe67638c095c128c1fcfacc4ff7beee5463fc883b1ea6adbfc92436c27ca2b9" }, { "storm_id": "256647", "lat": 27.3723, "lon": -79.1946, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2186.0, "ebshear": 17.0, "srh01": 21.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 50.9514 }, { "name": "alignment", "value": 0.4782 }, { "name": "tau", "value": 2.2413 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.049 }, "coherence_score": 2.2412562370300293, "coherence_diagnostics": { "tau": 2.2412562370300293, "grad_tau": 0.5078837275505066, "torsion": 0.0, "alignment": 0.4781534671783447, "S_field": 0.7930788993835449, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 3.506002187728882, "Da": 14.404248237609863, "E_coh": 0.9516627192497253, "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, 27.43 ], [ -79.18, 27.43 ], [ -79.16, 27.42 ], [ -79.15, 27.4 ], [ -79.15, 27.34 ], [ -79.17, 27.3 ], [ -79.2, 27.3 ], [ -79.2, 27.31 ], [ -79.22, 27.33 ], [ -79.22, 27.37 ], [ -79.23, 27.38 ], [ -79.23, 27.4 ], [ -79.21, 27.43 ] ] ] }, "raw_probability": 0.049, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.049, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bbe67638c095c128c1fcfacc4ff7beee5463fc883b1ea6adbfc92436c27ca2b9", "signature": { "alg": "ed25519", "sig": "6acbb37ddc0834ac4c604abbad45ec99aecd150e7ecf397f5b8a4a466bab7001c7766f5d03d58cc0e02fb19371c98daf0a020a7b351d0930380d4acbd6372e0b" } }, "receipt_sha256": "bbe67638c095c128c1fcfacc4ff7beee5463fc883b1ea6adbfc92436c27ca2b9" }, { "storm_id": "256864", "lat": 33.04, "lon": -84.3444, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2226.0, "ebshear": 21.0, "srh01": 29.0, "maxllaz": 0.006, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 35.5764 }, { "name": "alignment", "value": 1.289 }, { "name": "tau", "value": 1.6458 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0485 }, "coherence_score": 1.6458379030227661, "coherence_diagnostics": { "tau": 1.6458379030227661, "grad_tau": 0.49184590578079224, "torsion": 0.0, "alignment": 1.2889606952667236, "S_field": 0.10932809114456177, "Gamma_field": 0.2545394003391266, "S_over_Gamma": 0.42951342463493347, "Da": 15.055776596069336, "E_coh": 0.2460317760705948, "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": [ [ [ -84.36, 33.08 ], [ -84.32, 33.07 ], [ -84.31, 33.06 ], [ -84.3, 33.0 ], [ -84.35, 33.0 ], [ -84.36, 32.99 ], [ -84.37, 33.01 ], [ -84.37, 33.07 ], [ -84.36, 33.08 ] ] ] }, "raw_probability": 0.0485, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0485, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7de4f309af9ec1465e42014b2fabca04ed6935add85091b650c57716ba5572ae", "signature": { "alg": "ed25519", "sig": "e9f113735ffb0be4c9f20def335c40301788d7ea173b58c26aaff408875c8d80e3426b7b37198e3e2680a4ebd467f4303356c4672b04f168ab71823a2cf3b009" } }, "receipt_sha256": "7de4f309af9ec1465e42014b2fabca04ed6935add85091b650c57716ba5572ae" }, { "storm_id": "256418", "lat": 27.1208, "lon": -84.9092, "motion_east": 5.8, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1774.0, "ebshear": 9.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.29, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 57.7014 }, { "name": "alignment", "value": -0.9198 }, { "name": "tau", "value": 2.4591 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 2.4590649604797363, "coherence_diagnostics": { "tau": 2.4590649604797363, "grad_tau": 0.6237805485725403, "torsion": 0.0, "alignment": -0.9198120832443237, "S_field": 1.2697874307632446, "Gamma_field": 0.19620604813098907, "S_over_Gamma": 6.471704006195068, "Da": 12.356451988220215, "E_coh": 0.9905557036399841, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.91, 27.17 ], [ -84.87, 27.17 ], [ -84.86, 27.16 ], [ -84.86, 27.11 ], [ -84.88, 27.08 ], [ -84.9, 27.07 ], [ -84.94, 27.07 ], [ -84.95, 27.08 ], [ -84.95, 27.11 ], [ -84.94, 27.12 ], [ -84.94, 27.14 ], [ -84.91, 27.17 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0483, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1f0496e44f1cfdbc40dc5e2d40b42b5477096a706f832e952a43020340642750", "signature": { "alg": "ed25519", "sig": "a7acac9d5ecf49f159a6ae5602d52d7a2eff8a4dc516f17ee7e3f891aca267ca2facfd59c4675acdff21c5aa3a7a08f41fd23326f73995a40809bf0ff0abbf02" } }, "receipt_sha256": "1f0496e44f1cfdbc40dc5e2d40b42b5477096a706f832e952a43020340642750" }, { "storm_id": "256771", "lat": 27.1663, "lon": -102.1213, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 833.0, "ebshear": 10.0, "srh01": 36.0, "maxllaz": 0.0, "mesh": 0.39, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 32.9514 }, { "name": "alignment", "value": 0.5346 }, { "name": "tau", "value": 0.4788 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.048 }, "coherence_score": 0.4787837564945221, "coherence_diagnostics": { "tau": 0.4787837564945221, "grad_tau": 0.07005994021892548, "torsion": 0.0, "alignment": 0.5346344709396362, "S_field": 0.17823918163776398, "Gamma_field": 0.4195393919944763, "S_over_Gamma": 0.4248449206352234, "Da": 24.79308319091797, "E_coh": 0.8827025294303894, "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": [ [ [ -102.14, 27.19 ], [ -102.1, 27.19 ], [ -102.09, 27.18 ], [ -102.09, 27.14 ], [ -102.11, 27.12 ], [ -102.15, 27.14 ], [ -102.15, 27.18 ], [ -102.14, 27.19 ] ] ] }, "raw_probability": 0.048, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.048, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f186381f59b15d59dbe1c3267c041bad5dffbd54b7c81285c9476852e7ad240a", "signature": { "alg": "ed25519", "sig": "4c5ba2084c52a30ae68bca29a1299c4bf66e8b54df7fe9f5c9445c3af06baaf8568cca0c56ae6cc1ef7beb193a71ea4fa6651097fa4f30fe221f71ca8ab40c01" } }, "receipt_sha256": "f186381f59b15d59dbe1c3267c041bad5dffbd54b7c81285c9476852e7ad240a" }, { "storm_id": "256615", "lat": 28.3235, "lon": -93.0635, "motion_east": 0.0, "motion_south": 2.1, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1768.0, "ebshear": 12.0, "srh01": 48.0, "maxllaz": 0.002, "mesh": 0.27, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 48.2014 }, { "name": "alignment", "value": 0.0687 }, { "name": "tau", "value": 1.0253 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0476 }, "coherence_score": 1.0253205299377441, "coherence_diagnostics": { "tau": 1.0253205299377441, "grad_tau": 0.39712443947792053, "torsion": 0.0, "alignment": 0.06872999668121338, "S_field": 0.3383922874927521, "Gamma_field": 0.9753727912902832, "S_over_Gamma": 0.3469363749027252, "Da": 57.51911544799805, "E_coh": 0.7175579071044922, "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": [ [ [ -93.13, 28.37 ], [ -93.01, 28.37 ], [ -93.0, 28.36 ], [ -92.95, 28.35 ], [ -92.94, 28.34 ], [ -92.94, 28.29 ], [ -92.96, 28.27 ], [ -93.01, 28.27 ], [ -93.02, 28.28 ], [ -93.05, 28.28 ], [ -93.06, 28.29 ], [ -93.18, 28.29 ], [ -93.19, 28.3 ], [ -93.19, 28.35 ], [ -93.18, 28.36 ], [ -93.14, 28.36 ], [ -93.13, 28.37 ] ] ] }, "raw_probability": 0.0476, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0476, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ad216de4dce82429575982b14a47aadf0413abd3e4452c4ea520924f39c70e34", "signature": { "alg": "ed25519", "sig": "e54fa716ab0ae5941f2275a063f7d583d8fd9575a47abc66368aefd34ee67e24b0148bcbdc7be139619ee3073663685f3862c0a94a5dc1aeee8bff7d59796f01" } }, "receipt_sha256": "ad216de4dce82429575982b14a47aadf0413abd3e4452c4ea520924f39c70e34" }, { "storm_id": "256676", "lat": 30.5273, "lon": -88.52, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1954.0, "ebshear": 18.0, "srh01": 35.0, "maxllaz": 0.006, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 37.8264 }, { "name": "alignment", "value": -0.2683 }, { "name": "tau", "value": 1.0422 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.047 }, "coherence_score": 1.0422394275665283, "coherence_diagnostics": { "tau": 1.0422394275665283, "grad_tau": 0.4123266935348511, "torsion": 0.0, "alignment": -0.2682603597640991, "S_field": 0.25619328022003174, "Gamma_field": 0.5595393776893616, "S_over_Gamma": 0.4578646123409271, "Da": 32.53425598144531, "E_coh": 0.7584723830223083, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.55, 30.57 ], [ -88.54, 30.57 ], [ -88.54, 30.54 ], [ -88.53, 30.53 ], [ -88.48, 30.53 ], [ -88.47, 30.52 ], [ -88.48, 30.48 ], [ -88.5, 30.49 ], [ -88.53, 30.49 ], [ -88.55, 30.51 ], [ -88.55, 30.57 ] ] ] }, "raw_probability": 0.047, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1d677bea6f069c60102602fdf1d8c9897f7dde1230e0782f76af65bae597bce4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.047, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a5fed5d56cfa422dabe9003a1c230332250e7eee8780d21e2d9d1335fc92210b", "signature": { "alg": "ed25519", "sig": "28d4d7b8845a0ec9c638c4389c0e90023dedf0f399c281c4d2971815acd02e931b93ceb46d91d4f40543786f501d62b14d9574a0a63b80e1adae7de219bbbc07" } }, "receipt_sha256": "a5fed5d56cfa422dabe9003a1c230332250e7eee8780d21e2d9d1335fc92210b" }, { "storm_id": "255329", "lat": 27.6907, "lon": -80.8443, "motion_east": 4.2, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2093.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.006, "mesh": 0.15, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.2014 }, { "name": "alignment", "value": -1.1968 }, { "name": "tau", "value": 1.8627 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0468 }, "coherence_score": 1.8626906871795654, "coherence_diagnostics": { "tau": 1.8626906871795654, "grad_tau": 0.4992159307003021, "torsion": 0.0, "alignment": -1.196763277053833, "S_field": 0.2995092570781708, "Gamma_field": 0.4162060618400574, "S_over_Gamma": 0.7196177244186401, "Da": 26.073509216308594, "E_coh": 0.8847792744636536, "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": [ [ [ -80.81, 27.75 ], [ -80.79, 27.75 ], [ -80.78, 27.74 ], [ -80.8, 27.66 ], [ -80.83, 27.63 ], [ -80.83, 27.62 ], [ -80.88, 27.62 ], [ -80.9, 27.64 ], [ -80.9, 27.66 ], [ -80.91, 27.67 ], [ -80.9, 27.7 ], [ -80.86, 27.74 ], [ -80.82, 27.74 ], [ -80.81, 27.75 ] ] ] }, "raw_probability": 0.0468, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0468, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "15df31fe5cf9ab0aebddb6551016dbb9fea8245a5c030e3ca69cc74f241d753b", "signature": { "alg": "ed25519", "sig": "1012f96550ed1d614f4b08d764686bce4e1440bd266c2e7d18f0ef36153a662fbc789c6f309598af3d6bf0b0a291d20ad66876674202e40314248c5ad192d301" } }, "receipt_sha256": "15df31fe5cf9ab0aebddb6551016dbb9fea8245a5c030e3ca69cc74f241d753b" }, { "storm_id": "256588", "lat": 27.3121, "lon": -81.1404, "motion_east": 4.1, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2292.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.004, "mesh": 0.17, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.2014 }, { "name": "alignment", "value": -1.1968 }, { "name": "tau", "value": 1.8627 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0468 }, "coherence_score": 1.8626906871795654, "coherence_diagnostics": { "tau": 1.8626906871795654, "grad_tau": 0.4992159307003021, "torsion": 0.0, "alignment": -1.196763277053833, "S_field": 0.2995092570781708, "Gamma_field": 0.4162060618400574, "S_over_Gamma": 0.7196177244186401, "Da": 26.073509216308594, "E_coh": 0.8847792744636536, "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": [ [ [ -81.12, 27.44 ], [ -81.06, 27.44 ], [ -81.05, 27.43 ], [ -81.05, 27.39 ], [ -81.06, 27.38 ], [ -81.06, 27.36 ], [ -81.07, 27.34 ], [ -81.11, 27.3 ], [ -81.11, 27.28 ], [ -81.12, 27.27 ], [ -81.12, 27.25 ], [ -81.14, 27.21 ], [ -81.19, 27.16 ], [ -81.2, 27.17 ], [ -81.23, 27.17 ], [ -81.24, 27.18 ], [ -81.24, 27.26 ], [ -81.23, 27.27 ], [ -81.23, 27.29 ], [ -81.19, 27.33 ], [ -81.15, 27.35 ], [ -81.14, 27.37 ], [ -81.14, 27.41 ], [ -81.12, 27.44 ] ] ] }, "raw_probability": 0.0468, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0468, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "15df31fe5cf9ab0aebddb6551016dbb9fea8245a5c030e3ca69cc74f241d753b", "signature": { "alg": "ed25519", "sig": "1012f96550ed1d614f4b08d764686bce4e1440bd266c2e7d18f0ef36153a662fbc789c6f309598af3d6bf0b0a291d20ad66876674202e40314248c5ad192d301" } }, "receipt_sha256": "15df31fe5cf9ab0aebddb6551016dbb9fea8245a5c030e3ca69cc74f241d753b" }, { "storm_id": "256594", "lat": 25.7786, "lon": -100.2286, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2906.0, "ebshear": 17.0, "srh01": 16.0, "maxllaz": 0.001, "mesh": 0.58, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 25.8264 }, { "name": "alignment", "value": 0.6471 }, { "name": "tau", "value": 0.3235 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0468 }, "coherence_score": 0.32354316115379333, "coherence_diagnostics": { "tau": 0.32354316115379333, "grad_tau": 0.23292922973632812, "torsion": 0.0, "alignment": 0.6470611691474915, "S_field": 0.24869605898857117, "Gamma_field": 0.4053727388381958, "S_over_Gamma": 0.6134997010231018, "Da": 25.882291793823242, "E_coh": 0.9416006207466125, "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": [ [ [ -100.24, 25.8 ], [ -100.19, 25.8 ], [ -100.19, 25.75 ], [ -100.24, 25.75 ], [ -100.25, 25.76 ], [ -100.25, 25.79 ], [ -100.24, 25.8 ] ] ] }, "raw_probability": 0.0468, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0468, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "15df31fe5cf9ab0aebddb6551016dbb9fea8245a5c030e3ca69cc74f241d753b", "signature": { "alg": "ed25519", "sig": "1012f96550ed1d614f4b08d764686bce4e1440bd266c2e7d18f0ef36153a662fbc789c6f309598af3d6bf0b0a291d20ad66876674202e40314248c5ad192d301" } }, "receipt_sha256": "15df31fe5cf9ab0aebddb6551016dbb9fea8245a5c030e3ca69cc74f241d753b" }, { "storm_id": "256132", "lat": 27.5256, "lon": -83.8544, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2543.0, "ebshear": 16.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 55.8264 }, { "name": "alignment", "value": -1.811 }, { "name": "tau", "value": 2.4445 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0465 }, "coherence_score": 2.4444737434387207, "coherence_diagnostics": { "tau": 2.4444737434387207, "grad_tau": 0.4136273264884949, "torsion": 0.0, "alignment": -1.8110134601593018, "S_field": 0.33678147196769714, "Gamma_field": 0.3653727173805237, "S_over_Gamma": 0.9217477440834045, "Da": 21.759489059448242, "E_coh": 0.8210070729255676, "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": [ [ [ -83.87, 27.56 ], [ -83.85, 27.56 ], [ -83.81, 27.54 ], [ -83.81, 27.51 ], [ -83.83, 27.48 ], [ -83.87, 27.48 ], [ -83.89, 27.5 ], [ -83.89, 27.54 ], [ -83.87, 27.56 ] ] ] }, "raw_probability": 0.0465, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0465, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d39f0db7ce87f3358deb072add5b4007640f08cda61f7010eadcf3f76d81819", "signature": { "alg": "ed25519", "sig": "c1d45ee383eef80de38ba894ff5ac8bd8bd80622cd809b11d9690b03d03185656aee0e4371d7d5025ceb6600b7aa07ceeb93a5aec5c8664cd41386c81812390a" } }, "receipt_sha256": "2d39f0db7ce87f3358deb072add5b4007640f08cda61f7010eadcf3f76d81819" }, { "storm_id": "256879", "lat": 27.434, "lon": -84.038, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2647.0, "ebshear": 17.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 55.8264 }, { "name": "alignment", "value": -1.811 }, { "name": "tau", "value": 2.4445 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0465 }, "coherence_score": 2.4444737434387207, "coherence_diagnostics": { "tau": 2.4444737434387207, "grad_tau": 0.4136273264884949, "torsion": 0.0, "alignment": -1.8110134601593018, "S_field": 0.33678147196769714, "Gamma_field": 0.3653727173805237, "S_over_Gamma": 0.9217477440834045, "Da": 21.759489059448242, "E_coh": 0.8210070729255676, "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": [ [ [ -84.02, 27.47 ], [ -84.0, 27.45 ], [ -84.0, 27.41 ], [ -84.03, 27.38 ], [ -84.05, 27.38 ], [ -84.07, 27.41 ], [ -84.08, 27.45 ], [ -84.07, 27.46 ], [ -84.04, 27.46 ], [ -84.02, 27.47 ] ] ] }, "raw_probability": 0.0465, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0465, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d39f0db7ce87f3358deb072add5b4007640f08cda61f7010eadcf3f76d81819", "signature": { "alg": "ed25519", "sig": "c1d45ee383eef80de38ba894ff5ac8bd8bd80622cd809b11d9690b03d03185656aee0e4371d7d5025ceb6600b7aa07ceeb93a5aec5c8664cd41386c81812390a" } }, "receipt_sha256": "2d39f0db7ce87f3358deb072add5b4007640f08cda61f7010eadcf3f76d81819" }, { "storm_id": "256223", "lat": 26.2944, "lon": -78.9922, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2073.0, "ebshear": 6.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 47.5764 }, { "name": "alignment", "value": 0.4121 }, { "name": "tau", "value": 1.1405 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0461 }, "coherence_score": 1.140510082244873, "coherence_diagnostics": { "tau": 1.140510082244873, "grad_tau": 0.902126133441925, "torsion": 0.0, "alignment": 0.41213634610176086, "S_field": 0.8559055924415588, "Gamma_field": 0.25870606303215027, "S_over_Gamma": 3.3084094524383545, "Da": 15.438076972961426, "E_coh": 0.9905526638031006, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.01, 26.33 ], [ -78.97, 26.33 ], [ -78.94, 26.3 ], [ -78.94, 26.28 ], [ -78.97, 26.25 ], [ -79.01, 26.25 ], [ -79.04, 26.28 ], [ -79.04, 26.3 ], [ -79.01, 26.33 ] ] ] }, "raw_probability": 0.0461, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0461, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f2932812e01f76ce73a3e2a822e36e945efffdf9886704d94fcf27dafc41df3b", "signature": { "alg": "ed25519", "sig": "0afd33c4fcb5ca0eb41b58f08313e6df2a8f0d4c48c306a8f27a9ee779ca7b3ee044066efe654c44ebc8b87ba9197353db8d6abc6dea019e229ab9942f137c01" } }, "receipt_sha256": "f2932812e01f76ce73a3e2a822e36e945efffdf9886704d94fcf27dafc41df3b" }, { "storm_id": "256881", "lat": 25.1538, "lon": -78.2488, "motion_east": 0.0, "motion_south": -4.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 4050.0, "ebshear": 17.0, "srh01": 35.0, "maxllaz": 0.001, "mesh": 0.29, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 44.7014 }, { "name": "alignment", "value": 1.6927 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0461 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.2051165103912354, "torsion": 0.0, "alignment": 1.6926689147949219, "S_field": 0.6234631538391113, "Gamma_field": 0.3570394217967987, "S_over_Gamma": 1.7462025880813599, "Da": 21.328933715820312, "E_coh": 0.9446222186088562, "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": [ [ [ -78.27, 25.18 ], [ -78.25, 25.17 ], [ -78.22, 25.17 ], [ -78.21, 25.15 ], [ -78.22, 25.12 ], [ -78.27, 25.12 ], [ -78.28, 25.14 ], [ -78.27, 25.18 ] ] ] }, "raw_probability": 0.0461, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0461, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f2932812e01f76ce73a3e2a822e36e945efffdf9886704d94fcf27dafc41df3b", "signature": { "alg": "ed25519", "sig": "0afd33c4fcb5ca0eb41b58f08313e6df2a8f0d4c48c306a8f27a9ee779ca7b3ee044066efe654c44ebc8b87ba9197353db8d6abc6dea019e229ab9942f137c01" } }, "receipt_sha256": "f2932812e01f76ce73a3e2a822e36e945efffdf9886704d94fcf27dafc41df3b" }, { "storm_id": "256598", "lat": 24.6189, "lon": -99.1489, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2073.0, "ebshear": 11.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.71, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 22.3264 }, { "name": "alignment", "value": -1.3073 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0457 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.46080225706100464, "torsion": 0.0, "alignment": -1.3073310852050781, "S_field": 0.06487362831830978, "Gamma_field": 0.5320394039154053, "S_over_Gamma": 0.12193387746810913, "Da": 31.456457138061523, "E_coh": 0.7268168926239014, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -99.16, 24.66 ], [ -99.13, 24.66 ], [ -99.11, 24.64 ], [ -99.11, 24.58 ], [ -99.12, 24.57 ], [ -99.17, 24.57 ], [ -99.19, 24.59 ], [ -99.19, 24.64 ], [ -99.16, 24.66 ] ] ] }, "raw_probability": 0.0457, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0457, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "56fa2447c9692d8a46d9a61b4bf550ef8c0ccd829da6459242bf72164d732a91", "signature": { "alg": "ed25519", "sig": "1c1e583e7019d5c620e076545da9fe83869be19784e6d87348d341b33109086d39289d6168377880b3f2b358f593007cf6b414e9f23fb32a76797c14ca90ec0a" } }, "receipt_sha256": "56fa2447c9692d8a46d9a61b4bf550ef8c0ccd829da6459242bf72164d732a91" }, { "storm_id": "256465", "lat": 31.1283, "lon": -87.2633, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2087.0, "ebshear": 23.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 34.4514 }, { "name": "alignment", "value": 0.5071 }, { "name": "tau", "value": 0.9808 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0456 }, "coherence_score": 0.980793833732605, "coherence_diagnostics": { "tau": 0.980793833732605, "grad_tau": 0.28811442852020264, "torsion": 0.0, "alignment": 0.5070725083351135, "S_field": 0.10123708099126816, "Gamma_field": 0.322039395570755, "S_over_Gamma": 0.31436240673065186, "Da": 19.239131927490234, "E_coh": 0.30940768122673035, "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": [ [ [ -87.29, 31.17 ], [ -87.28, 31.17 ], [ -87.27, 31.15 ], [ -87.24, 31.15 ], [ -87.22, 31.13 ], [ -87.23, 31.12 ], [ -87.23, 31.08 ], [ -87.24, 31.07 ], [ -87.26, 31.07 ], [ -87.3, 31.12 ], [ -87.31, 31.14 ], [ -87.29, 31.17 ] ] ] }, "raw_probability": 0.0456, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0456, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b4be6a21be0a80c1227b2e72cc4823766c7442f44a832a5fb745e316996a0e5", "signature": { "alg": "ed25519", "sig": "8ab7621a8f3160bc759a97da0ace64d424ed8768e34d07cd33aadaba1311660f3e0e639c5ad24f514f08673d2a474910f9b5a602934602cb69893cf250d4600f" } }, "receipt_sha256": "7b4be6a21be0a80c1227b2e72cc4823766c7442f44a832a5fb745e316996a0e5" }, { "storm_id": "256860", "lat": 33.837, "lon": -75.09, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2742.0, "ebshear": 23.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 57.4514 }, { "name": "alignment", "value": -0.1771 }, { "name": "tau", "value": 3.3903 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 3.390315532684326, "coherence_diagnostics": { "tau": 3.390315532684326, "grad_tau": 0.09260242432355881, "torsion": 0.0, "alignment": -0.17706316709518433, "S_field": 0.1612926423549652, "Gamma_field": 0.30453941226005554, "S_over_Gamma": 0.5296281576156616, "Da": 18.113210678100586, "E_coh": 0.8457521796226501, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.12, 33.87 ], [ -75.08, 33.87 ], [ -75.06, 33.86 ], [ -75.04, 33.84 ], [ -75.04, 33.8 ], [ -75.05, 33.79 ], [ -75.11, 33.79 ], [ -75.14, 33.82 ], [ -75.14, 33.86 ], [ -75.12, 33.87 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0449, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "545f197d8987cfc7db4792c84bb79a621a20ecb1e3793822a909261a7698fdf2", "signature": { "alg": "ed25519", "sig": "76c2bdea5061e1dbab25767559ded248817baf3ca059d6174a4e41500782c644065ebafdb7c6a9121f3ef407ed5ad20bce6bed6165c29b02ca5583006eb54907" } }, "receipt_sha256": "545f197d8987cfc7db4792c84bb79a621a20ecb1e3793822a909261a7698fdf2" }, { "storm_id": "256910", "lat": 27.528, "lon": -80.9427, "motion_east": 4.1, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1793.0, "ebshear": 9.0, "srh01": 0.0, "maxllaz": 0.004, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.2014 }, { "name": "alignment", "value": -1.1968 }, { "name": "tau", "value": 1.8627 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 1.8626906871795654, "coherence_diagnostics": { "tau": 1.8626906871795654, "grad_tau": 0.4992159307003021, "torsion": 0.0, "alignment": -1.196763277053833, "S_field": 0.2995092570781708, "Gamma_field": 0.4162060618400574, "S_over_Gamma": 0.7196177244186401, "Da": 26.073509216308594, "E_coh": 0.8847792744636536, "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": [ [ [ -80.96, 27.59 ], [ -80.9, 27.59 ], [ -80.88, 27.57 ], [ -80.88, 27.55 ], [ -80.89, 27.54 ], [ -80.89, 27.51 ], [ -80.9, 27.5 ], [ -80.92, 27.49 ], [ -80.95, 27.49 ], [ -80.97, 27.47 ], [ -80.99, 27.47 ], [ -81.03, 27.5 ], [ -81.01, 27.52 ], [ -81.01, 27.54 ], [ -80.96, 27.59 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0449, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "545f197d8987cfc7db4792c84bb79a621a20ecb1e3793822a909261a7698fdf2", "signature": { "alg": "ed25519", "sig": "76c2bdea5061e1dbab25767559ded248817baf3ca059d6174a4e41500782c644065ebafdb7c6a9121f3ef407ed5ad20bce6bed6165c29b02ca5583006eb54907" } }, "receipt_sha256": "545f197d8987cfc7db4792c84bb79a621a20ecb1e3793822a909261a7698fdf2" }, { "storm_id": "255926", "lat": 26.5544, "lon": -99.9144, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2974.0, "ebshear": 16.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.32, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 30.0764 }, { "name": "alignment", "value": -1.7006 }, { "name": "tau", "value": 0.4312 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0446 }, "coherence_score": 0.43115201592445374, "coherence_diagnostics": { "tau": 0.43115201592445374, "grad_tau": 0.13997553288936615, "torsion": 0.0, "alignment": -1.7005524635314941, "S_field": 0.02806670218706131, "Gamma_field": 0.4187060594558716, "S_over_Gamma": 0.06703199446201324, "Da": 26.36562728881836, "E_coh": 0.7167882919311523, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -99.93, 26.59 ], [ -99.9, 26.59 ], [ -99.88, 26.57 ], [ -99.87, 26.53 ], [ -99.89, 26.51 ], [ -99.93, 26.51 ], [ -99.95, 26.53 ], [ -99.95, 26.57 ], [ -99.93, 26.59 ] ] ] }, "raw_probability": 0.0446, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0446, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ef1867d1e794c6bddc1cf779725dc6bbb6812a225399b1b3b7c59b831da0d67a", "signature": { "alg": "ed25519", "sig": "eac1e929a306f00cf848ae43f4af6f321d071e878f8b11fd011fd777e8c2eabd4276f9e3be11be67c28b067f907994027af7cf2d5f0c7ef591cecb2e63841c06" } }, "receipt_sha256": "ef1867d1e794c6bddc1cf779725dc6bbb6812a225399b1b3b7c59b831da0d67a" }, { "storm_id": "256769", "lat": 28.2533, "lon": -102.3467, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 625.0, "ebshear": 8.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.28, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 27.7014 }, { "name": "alignment", "value": 0.9347 }, { "name": "tau", "value": 0.4644 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0438 }, "coherence_score": 0.4643767476081848, "coherence_diagnostics": { "tau": 0.4643767476081848, "grad_tau": 0.05277977138757706, "torsion": 0.0, "alignment": 0.934695839881897, "S_field": 0.12106412649154663, "Gamma_field": 0.45037275552749634, "S_over_Gamma": 0.2688087224960327, "Da": 27.21261978149414, "E_coh": 0.8961763381958008, "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": [ [ [ -102.36, 28.29 ], [ -102.33, 28.29 ], [ -102.31, 28.28 ], [ -102.31, 28.25 ], [ -102.3, 28.24 ], [ -102.32, 28.2 ], [ -102.34, 28.21 ], [ -102.38, 28.21 ], [ -102.38, 28.24 ], [ -102.39, 28.26 ], [ -102.38, 28.28 ], [ -102.36, 28.29 ] ] ] }, "raw_probability": 0.0438, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0438, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a4dc914d3c22d1cd36ec975fb8a1b7ba31960370f382ee0416a4bd7e0c4c14b8", "signature": { "alg": "ed25519", "sig": "70745674148da65f788a9db78d7bb9b0664afffa194f8301f0bd8e51e2258519712ded6606206fa8001567f541b2055cbc5ac858cd278dcc8aca443e90d8a70a" } }, "receipt_sha256": "a4dc914d3c22d1cd36ec975fb8a1b7ba31960370f382ee0416a4bd7e0c4c14b8" }, { "storm_id": "256352", "lat": 26.8078, "lon": -79.3867, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2386.0, "ebshear": 17.0, "srh01": 5.0, "maxllaz": 0.002, "mesh": 0.34, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 50.3264 }, { "name": "alignment", "value": 0.6378 }, { "name": "tau", "value": 1.7966 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0436 }, "coherence_score": 1.796570062637329, "coherence_diagnostics": { "tau": 1.796570062637329, "grad_tau": 0.5804404020309448, "torsion": 0.0, "alignment": 0.6377835273742676, "S_field": 0.7492483258247375, "Gamma_field": 0.2528727352619171, "S_over_Gamma": 2.9629461765289307, "Da": 15.591259002685547, "E_coh": 0.9750380516052246, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.4, 26.84 ], [ -79.37, 26.84 ], [ -79.36, 26.83 ], [ -79.36, 26.78 ], [ -79.37, 26.77 ], [ -79.4, 26.77 ], [ -79.41, 26.78 ], [ -79.41, 26.82 ], [ -79.4, 26.84 ] ] ] }, "raw_probability": 0.0436, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0436, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b9f2853528d64624fece8956e58d52cdc9f9c6bb2f91012a322d1f7b00351571", "signature": { "alg": "ed25519", "sig": "5e60de1f9b4ee2c1f3371c41ef53d426ccb885019fb524b0a754737cbe6b55d240f17c840e198ff2459243aefb47dfc16d960fa14c9f58441768cd3b4a64ab03" } }, "receipt_sha256": "b9f2853528d64624fece8956e58d52cdc9f9c6bb2f91012a322d1f7b00351571" }, { "storm_id": "256873", "lat": 28.7177, "lon": -102.7469, "motion_east": 4.5, "motion_south": 0.3, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 309.0, "ebshear": 9.0, "srh01": 8.0, "maxllaz": 0.0, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 27.2014 }, { "name": "alignment", "value": 0.5699 }, { "name": "tau", "value": 0.4827 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0434 }, "coherence_score": 0.48269832134246826, "coherence_diagnostics": { "tau": 0.48269832134246826, "grad_tau": 0.10083386301994324, "torsion": 0.0, "alignment": 0.5698659420013428, "S_field": 0.15671181678771973, "Gamma_field": 0.447039395570755, "S_over_Gamma": 0.35055482387542725, "Da": 26.571828842163086, "E_coh": 0.8213701248168945, "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, 28.75 ], [ -102.73, 28.75 ], [ -102.71, 28.72 ], [ -102.72, 28.71 ], [ -102.71, 28.7 ], [ -102.71, 28.65 ], [ -102.75, 28.68 ], [ -102.75, 28.7 ], [ -102.77, 28.72 ], [ -102.78, 28.72 ], [ -102.79, 28.74 ], [ -102.77, 28.74 ], [ -102.76, 28.75 ] ] ] }, "raw_probability": 0.0434, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0434, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a4912cd95d4a0e2745d0f7e2de7d0738223d3bbb3921be57c59b502eba896592", "signature": { "alg": "ed25519", "sig": "90de16a407df434c029231758b22deec213ecd313da080489212cf437750cf11df904d1bf44ea4e00a09cc1357252b8d519c2188140cce71324d2b9dd64b8801" } }, "receipt_sha256": "a4912cd95d4a0e2745d0f7e2de7d0738223d3bbb3921be57c59b502eba896592" }, { "storm_id": "256902", "lat": 34.2156, "lon": -75.4663, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2642.0, "ebshear": 25.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 62.2014 }, { "name": "alignment", "value": 4.4731 }, { "name": "tau", "value": 3.5281 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0429 }, "coherence_score": 3.528113842010498, "coherence_diagnostics": { "tau": 3.528113842010498, "grad_tau": 0.18071690201759338, "torsion": 0.0, "alignment": 4.4731221199035645, "S_field": 0.3706341087818146, "Gamma_field": 0.18953938782215118, "S_over_Gamma": 1.9554463624954224, "Da": 10.882585525512695, "E_coh": 0.9252986907958984, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.46, 34.26 ], [ -75.42, 34.24 ], [ -75.44, 34.23 ], [ -75.44, 34.21 ], [ -75.42, 34.2 ], [ -75.42, 34.17 ], [ -75.46, 34.17 ], [ -75.47, 34.18 ], [ -75.49, 34.17 ], [ -75.5, 34.18 ], [ -75.49, 34.21 ], [ -75.5, 34.23 ], [ -75.52, 34.24 ], [ -75.5, 34.25 ], [ -75.47, 34.25 ], [ -75.46, 34.26 ] ] ] }, "raw_probability": 0.0429, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0429, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c26b857b9ab94b002bfee8c33f427503e79bb2f657591e941c7d116418ad6438", "signature": { "alg": "ed25519", "sig": "71bddc75d2dbc1f143a8f1017dae3a4434b75da903e0dcfb316a2201c28ea74287e2e18e4b91a8353dc2f5db025dcedd93022d239fe3cb06d1c70845bb9ff402" } }, "receipt_sha256": "c26b857b9ab94b002bfee8c33f427503e79bb2f657591e941c7d116418ad6438" }, { "storm_id": "256876", "lat": 28.225, "lon": -92.819, "motion_east": 0.0, "motion_south": 2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2146.0, "ebshear": 14.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 42.4514 }, { "name": "alignment", "value": 2.534 }, { "name": "tau", "value": 1.1379 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0424 }, "coherence_score": 1.1378815174102783, "coherence_diagnostics": { "tau": 1.1378815174102783, "grad_tau": 0.4855808615684509, "torsion": 0.0, "alignment": 2.5339579582214355, "S_field": 0.08942579478025436, "Gamma_field": 1.052872657775879, "S_over_Gamma": 0.08493505418300629, "Da": 61.8902473449707, "E_coh": 0.5244839787483215, "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": [ [ [ -92.85, 28.26 ], [ -92.76, 28.26 ], [ -92.75, 28.25 ], [ -92.75, 28.22 ], [ -92.79, 28.19 ], [ -92.83, 28.19 ], [ -92.85, 28.18 ], [ -92.88, 28.2 ], [ -92.88, 28.24 ], [ -92.85, 28.26 ] ] ] }, "raw_probability": 0.0424, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0424, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "646272d19d7b34bff918afc7449798dd6aa30daf3397d6b2bb5dd557f86c5aff", "signature": { "alg": "ed25519", "sig": "ffa25b27a0c074ea4d26d8088122832afbc821bbb23fdc9dd23247c085604dad52dd6d651a02210f49301f5de3a069f90c0e497c5ed97860023048aae1ed290a" } }, "receipt_sha256": "646272d19d7b34bff918afc7449798dd6aa30daf3397d6b2bb5dd557f86c5aff" }, { "storm_id": "256351", "lat": 26.775, "lon": -80.9912, "motion_east": 4.1, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3729.0, "ebshear": 14.0, "srh01": 24.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 45.0764 }, { "name": "alignment", "value": 0.5372 }, { "name": "tau", "value": 1.4447 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0409 }, "coherence_score": 1.4447494745254517, "coherence_diagnostics": { "tau": 1.4447494745254517, "grad_tau": 0.4589970111846924, "torsion": 0.0, "alignment": 0.5371530055999756, "S_field": 0.24583756923675537, "Gamma_field": 0.42537274956703186, "S_over_Gamma": 0.5779344439506531, "Da": 26.733657836914062, "E_coh": 0.9108358025550842, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.01, 26.8 ], [ -80.97, 26.8 ], [ -80.96, 26.79 ], [ -80.96, 26.75 ], [ -80.98, 26.73 ], [ -81.02, 26.74 ], [ -81.02, 26.79 ], [ -81.01, 26.8 ] ] ] }, "raw_probability": 0.0409, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0409, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "579215a33087ab2635a54f15c8f1d58374cc988ee8129ebd04b93382af124a3e", "signature": { "alg": "ed25519", "sig": "870fe1a818f7cee47b129bb93fb719071eec74aa88923733c8468753589902e38a7b9faf32c191bacaa4fbac54ce0cbb35a66f634b0ab6205871134166651109" } }, "receipt_sha256": "579215a33087ab2635a54f15c8f1d58374cc988ee8129ebd04b93382af124a3e" }, { "storm_id": "256912", "lat": 26.9518, "lon": -81.038, "motion_east": 4.2, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3117.0, "ebshear": 14.0, "srh01": 14.0, "maxllaz": 0.001, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 45.0764 }, { "name": "alignment", "value": 0.5372 }, { "name": "tau", "value": 1.4447 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0409 }, "coherence_score": 1.4447494745254517, "coherence_diagnostics": { "tau": 1.4447494745254517, "grad_tau": 0.4589970111846924, "torsion": 0.0, "alignment": 0.5371530055999756, "S_field": 0.24583756923675537, "Gamma_field": 0.42537274956703186, "S_over_Gamma": 0.5779344439506531, "Da": 26.733657836914062, "E_coh": 0.9108358025550842, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.06, 26.98 ], [ -81.05, 26.98 ], [ -81.04, 26.97 ], [ -81.03, 26.97 ], [ -81.02, 26.97 ], [ -81.01, 26.97 ], [ -81.0, 26.97 ], [ -80.99, 26.98 ], [ -80.98, 26.97 ], [ -80.97, 26.97 ], [ -80.97, 26.96 ], [ -80.97, 26.95 ], [ -80.97, 26.94 ], [ -80.98, 26.93 ], [ -80.98, 26.92 ], [ -80.99, 26.92 ], [ -81.0, 26.92 ], [ -81.0, 26.93 ], [ -81.01, 26.94 ], [ -81.02, 26.94 ], [ -81.03, 26.94 ], [ -81.02, 26.95 ], [ -81.02, 26.96 ], [ -81.03, 26.97 ], [ -81.04, 26.97 ], [ -81.05, 26.96 ], [ -81.05, 26.95 ], [ -81.05, 26.94 ], [ -81.05, 26.93 ], [ -81.06, 26.93 ], [ -81.07, 26.92 ], [ -81.08, 26.93 ], [ -81.08, 26.94 ], [ -81.09, 26.95 ], [ -81.1, 26.95 ], [ -81.11, 26.95 ], [ -81.12, 26.95 ], [ -81.11, 26.95 ], [ -81.1, 26.95 ], [ -81.09, 26.95 ], [ -81.08, 26.95 ], [ -81.07, 26.96 ], [ -81.07, 26.97 ], [ -81.06, 26.98 ] ] ] }, "raw_probability": 0.0409, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0409, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "579215a33087ab2635a54f15c8f1d58374cc988ee8129ebd04b93382af124a3e", "signature": { "alg": "ed25519", "sig": "870fe1a818f7cee47b129bb93fb719071eec74aa88923733c8468753589902e38a7b9faf32c191bacaa4fbac54ce0cbb35a66f634b0ab6205871134166651109" } }, "receipt_sha256": "579215a33087ab2635a54f15c8f1d58374cc988ee8129ebd04b93382af124a3e" }, { "storm_id": "255922", "lat": 28.714, "lon": -102.119, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 685.0, "ebshear": 11.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.79, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 25.0764 }, { "name": "alignment", "value": 1.2616 }, { "name": "tau", "value": 0.4285 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0387 }, "coherence_score": 0.4284694790840149, "coherence_diagnostics": { "tau": 0.4284694790840149, "grad_tau": 0.0484054870903492, "torsion": 0.0, "alignment": 1.2616173028945923, "S_field": 0.1220121681690216, "Gamma_field": 0.4728727340698242, "S_over_Gamma": 0.2580232620239258, "Da": 27.99587631225586, "E_coh": 0.6824528574943542, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -102.15, 28.76 ], [ -102.13, 28.74 ], [ -102.09, 28.74 ], [ -102.07, 28.72 ], [ -102.07, 28.67 ], [ -102.08, 28.66 ], [ -102.13, 28.66 ], [ -102.16, 28.69 ], [ -102.16, 28.74 ], [ -102.15, 28.76 ] ] ] }, "raw_probability": 0.0387, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0387, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9fd532038f057e47edbc544edc304e860a2608b81b6c6c91e089f6e8f1625bf2", "signature": { "alg": "ed25519", "sig": "ab1a7abb2f170a2afca1281a7d62703fe020a2e6837a087e8fb8a6246ca2b37f807f89f9d633a232c2c4709b913fa675d9a7d27bd760df982e95f316ccd9520c" } }, "receipt_sha256": "9fd532038f057e47edbc544edc304e860a2608b81b6c6c91e089f6e8f1625bf2" }, { "storm_id": "255895", "lat": 34.0111, "lon": -74.9122, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2546.0, "ebshear": 23.0, "srh01": 5.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 57.4514 }, { "name": "alignment", "value": -0.1771 }, { "name": "tau", "value": 3.3903 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0383 }, "coherence_score": 3.390315532684326, "coherence_diagnostics": { "tau": 3.390315532684326, "grad_tau": 0.09260242432355881, "torsion": 0.0, "alignment": -0.17706316709518433, "S_field": 0.1612926423549652, "Gamma_field": 0.30453941226005554, "S_over_Gamma": 0.5296281576156616, "Da": 18.113210678100586, "E_coh": 0.8457521796226501, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.93, 34.06 ], [ -74.87, 34.06 ], [ -74.85, 34.03 ], [ -74.87, 33.98 ], [ -74.9, 33.96 ], [ -74.94, 33.96 ], [ -74.96, 33.98 ], [ -74.96, 34.01 ], [ -74.93, 34.06 ] ] ] }, "raw_probability": 0.0383, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0383, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "76f5aa9eb9f10a7641adcfc2496f8d4c9b52d156a0b141f17a6f69f5e2db62e1", "signature": { "alg": "ed25519", "sig": "dcf17a2a88e9cb8bac8403cec3ec109e896296ba5a5dfa7bc12dfafce98a2fe80f640cdf21dc0ffc1b32b4680a6e2162967055b4b5fadf5210240e6d5390230c" } }, "receipt_sha256": "76f5aa9eb9f10a7641adcfc2496f8d4c9b52d156a0b141f17a6f69f5e2db62e1" }, { "storm_id": "256893", "lat": 42.3238, "lon": -82.5888, "motion_east": 3.2, "motion_south": -2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 206.0, "ebshear": 37.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 35.3264 }, { "name": "alignment", "value": 2.4931 }, { "name": "tau", "value": 1.1012 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.038 }, "coherence_score": 1.1012476682662964, "coherence_diagnostics": { "tau": 1.1012476682662964, "grad_tau": 0.07782140374183655, "torsion": 0.0, "alignment": 2.493107795715332, "S_field": 0.1908842921257019, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 0.8438513875007629, "Da": 12.639963150024414, "E_coh": 0.2885805666446686, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.6, 42.35 ], [ -82.56, 42.35 ], [ -82.55, 42.34 ], [ -82.55, 42.29 ], [ -82.61, 42.29 ], [ -82.62, 42.3 ], [ -82.62, 42.32 ], [ -82.6, 42.35 ] ] ] }, "raw_probability": 0.038, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.038, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d8248bd135fac4cd2d3e9a7c7f97420dab473bf7dec77b1d4e8dc107e26a9a94", "signature": { "alg": "ed25519", "sig": "ab0aba422cec4e34ae2dcf93ffd0bd1eac4b6834c4f65e9c22d9235e6b94c09a66e0546bf326b31bdb4ab1adebe8bd9975381ea8195a92287a4f23a11cfcd909" } }, "receipt_sha256": "d8248bd135fac4cd2d3e9a7c7f97420dab473bf7dec77b1d4e8dc107e26a9a94" }, { "storm_id": "256649", "lat": 26.6187, "lon": -81.2713, "motion_east": 3.8, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3244.0, "ebshear": 10.0, "srh01": 5.0, "maxllaz": 0.002, "mesh": 0.38, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 45.0764 }, { "name": "alignment", "value": 0.5372 }, { "name": "tau", "value": 1.4447 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 1.4447494745254517, "coherence_diagnostics": { "tau": 1.4447494745254517, "grad_tau": 0.4589970111846924, "torsion": 0.0, "alignment": 0.5371530055999756, "S_field": 0.24583756923675537, "Gamma_field": 0.42537274956703186, "S_over_Gamma": 0.5779344439506531, "Da": 26.733657836914062, "E_coh": 0.9108358025550842, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.19, 26.74 ], [ -81.17, 26.74 ], [ -81.15, 26.72 ], [ -81.16, 26.66 ], [ -81.18, 26.64 ], [ -81.25, 26.6 ], [ -81.27, 26.61 ], [ -81.29, 26.59 ], [ -81.29, 26.57 ], [ -81.3, 26.56 ], [ -81.3, 26.54 ], [ -81.32, 26.5 ], [ -81.36, 26.5 ], [ -81.38, 26.51 ], [ -81.39, 26.52 ], [ -81.39, 26.57 ], [ -81.34, 26.6 ], [ -81.31, 26.6 ], [ -81.29, 26.63 ], [ -81.29, 26.65 ], [ -81.22, 26.72 ], [ -81.21, 26.72 ], [ -81.19, 26.74 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0377, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7de58817aeeab4acee92bfd70cb996eea32ab589d75d1ede83181cb3055af446", "signature": { "alg": "ed25519", "sig": "04dcc14235088b264012c474bf69dafbfee2477620842ab575bd09c5fb54a54acf7bc9149acbf201c1bd151d0770363305f04ef0d0f656dc8f2f532148206306" } }, "receipt_sha256": "7de58817aeeab4acee92bfd70cb996eea32ab589d75d1ede83181cb3055af446" }, { "storm_id": "256774", "lat": 26.9022, "lon": -81.3944, "motion_east": 4.1, "motion_south": 0.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2792.0, "ebshear": 11.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 45.0764 }, { "name": "alignment", "value": 0.5372 }, { "name": "tau", "value": 1.4447 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0375 }, "coherence_score": 1.4447494745254517, "coherence_diagnostics": { "tau": 1.4447494745254517, "grad_tau": 0.4589970111846924, "torsion": 0.0, "alignment": 0.5371530055999756, "S_field": 0.24583756923675537, "Gamma_field": 0.42537274956703186, "S_over_Gamma": 0.5779344439506531, "Da": 26.733657836914062, "E_coh": 0.9108358025550842, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.42, 26.94 ], [ -81.35, 26.94 ], [ -81.33, 26.91 ], [ -81.36, 26.87 ], [ -81.38, 26.86 ], [ -81.41, 26.86 ], [ -81.44, 26.89 ], [ -81.44, 26.91 ], [ -81.42, 26.94 ] ] ] }, "raw_probability": 0.0375, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0375, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "660787d6f25720c068f8c43e1e5a8f7b2ef85bed48a80a145cd2246abecadd1c", "signature": { "alg": "ed25519", "sig": "7d42fa52ccc2f0296e58ed94e6ee89a5ce7ab07e0a514e772acd07b46724af8946915746d0b50efce3c597aa763db8166a1967050a6f4d0b76dc6a7d01e79804" } }, "receipt_sha256": "660787d6f25720c068f8c43e1e5a8f7b2ef85bed48a80a145cd2246abecadd1c" }, { "storm_id": "256160", "lat": 25.2111, "lon": -100.0478, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3005.0, "ebshear": 15.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.53, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 26.9514 }, { "name": "alignment", "value": -0.3698 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.32354316115379333, "torsion": 0.0, "alignment": -0.3698310852050781, "S_field": 0.14378532767295837, "Gamma_field": 0.49953940510749817, "S_over_Gamma": 0.2878358066082001, "Da": 29.554485321044922, "E_coh": 0.9104980230331421, "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": [ [ [ -100.07, 25.24 ], [ -100.02, 25.24 ], [ -100.01, 25.23 ], [ -100.01, 25.19 ], [ -100.02, 25.18 ], [ -100.07, 25.17 ], [ -100.08, 25.18 ], [ -100.08, 25.23 ], [ -100.07, 25.24 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0373, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "235c6bba15dbb5b8584554ad0a7bca07f939bf9a5b74ad647a57f0b52f7d42c7", "signature": { "alg": "ed25519", "sig": "9676f0192341a520aac25648c029f3837978f90019b421580f81eedf0211ea6a6fff6aeec043699bbcb0d71140a014056aeffc744eff5fcb9a7062a3b0b85a02" } }, "receipt_sha256": "235c6bba15dbb5b8584554ad0a7bca07f939bf9a5b74ad647a57f0b52f7d42c7" }, { "storm_id": "256882", "lat": 24.802, "lon": -99.784, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2734.0, "ebshear": 15.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 26.9514 }, { "name": "alignment", "value": -0.3698 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.32354316115379333, "torsion": 0.0, "alignment": -0.3698310852050781, "S_field": 0.14378532767295837, "Gamma_field": 0.49953940510749817, "S_over_Gamma": 0.2878358066082001, "Da": 29.554485321044922, "E_coh": 0.9104980230331421, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -99.83, 24.88 ], [ -99.8, 24.85 ], [ -99.76, 24.86 ], [ -99.72, 24.82 ], [ -99.73, 24.81 ], [ -99.73, 24.76 ], [ -99.74, 24.75 ], [ -99.75, 24.76 ], [ -99.78, 24.76 ], [ -99.81, 24.74 ], [ -99.81, 24.76 ], [ -99.82, 24.77 ], [ -99.82, 24.81 ], [ -99.83, 24.82 ], [ -99.83, 24.88 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0373, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "235c6bba15dbb5b8584554ad0a7bca07f939bf9a5b74ad647a57f0b52f7d42c7", "signature": { "alg": "ed25519", "sig": "9676f0192341a520aac25648c029f3837978f90019b421580f81eedf0211ea6a6fff6aeec043699bbcb0d71140a014056aeffc744eff5fcb9a7062a3b0b85a02" } }, "receipt_sha256": "235c6bba15dbb5b8584554ad0a7bca07f939bf9a5b74ad647a57f0b52f7d42c7" }, { "storm_id": "256593", "lat": 26.0521, "lon": -100.4271, "motion_east": 4.1, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2189.0, "ebshear": 19.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.79, "flash_rate": 15.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 25.8264 }, { "name": "alignment", "value": 0.6471 }, { "name": "tau", "value": 0.3235 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0371 }, "coherence_score": 0.32354316115379333, "coherence_diagnostics": { "tau": 0.32354316115379333, "grad_tau": 0.23292922973632812, "torsion": 0.0, "alignment": 0.6470611691474915, "S_field": 0.24869605898857117, "Gamma_field": 0.4053727388381958, "S_over_Gamma": 0.6134997010231018, "Da": 25.882291793823242, "E_coh": 0.9416006207466125, "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": [ [ [ -100.43, 26.13 ], [ -100.4, 26.13 ], [ -100.38, 26.12 ], [ -100.37, 26.08 ], [ -100.36, 26.07 ], [ -100.36, 26.02 ], [ -100.37, 26.0 ], [ -100.43, 25.95 ], [ -100.49, 25.95 ], [ -100.51, 25.98 ], [ -100.51, 26.02 ], [ -100.48, 26.05 ], [ -100.46, 26.1 ], [ -100.43, 26.13 ] ] ] }, "raw_probability": 0.0371, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0371, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5cb34e843d1d39ceba96dc30a81435a0d5c581f5a2a51b988c0ec27826443108", "signature": { "alg": "ed25519", "sig": "6b2db01d22b177b38e7207598232030305fbbfa876c624d585c782b4660ee7cee65af5455c28613f97ab1316ef1f528c8aac9703f2c17281dc23369e2775ec06" } }, "receipt_sha256": "5cb34e843d1d39ceba96dc30a81435a0d5c581f5a2a51b988c0ec27826443108" }, { "storm_id": "256396", "lat": 26.513, "lon": -99.153, "motion_east": 0.0, "motion_south": 2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3480.0, "ebshear": 14.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.5, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 25.4514 }, { "name": "alignment", "value": 0.0667 }, { "name": "tau", "value": 0.6266 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0363 }, "coherence_score": 0.626581072807312, "coherence_diagnostics": { "tau": 0.626581072807312, "grad_tau": 0.34249159693717957, "torsion": 0.0, "alignment": 0.06670063734054565, "S_field": 0.062261223793029785, "Gamma_field": 0.4370393753051758, "S_over_Gamma": 0.142461359500885, "Da": 26.971498489379883, "E_coh": 0.663625955581665, "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": [ [ [ -99.16, 26.56 ], [ -99.12, 26.56 ], [ -99.09, 26.52 ], [ -99.09, 26.49 ], [ -99.12, 26.45 ], [ -99.17, 26.45 ], [ -99.21, 26.48 ], [ -99.21, 26.52 ], [ -99.2, 26.54 ], [ -99.16, 26.56 ] ] ] }, "raw_probability": 0.0363, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0363, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ff3690fcdeb5a946d4709856f7fb2ca2f6442ca17b08fe68f91def7d62ef29b5", "signature": { "alg": "ed25519", "sig": "2a1186cdd7d9c12ec983a353fe077c7ff010f63abc7e76bd68eb466e6cda40477fd99e65dba144c4d9ac42eec51a8b30bd57662f0952aaa28e27d19fd94f2605" } }, "receipt_sha256": "ff3690fcdeb5a946d4709856f7fb2ca2f6442ca17b08fe68f91def7d62ef29b5" }, { "storm_id": "256590", "lat": 26.6895, "lon": -99.1516, "motion_east": 0.0, "motion_south": 2.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2971.0, "ebshear": 14.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 1.08, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 25.4514 }, { "name": "alignment", "value": 0.0667 }, { "name": "tau", "value": 0.6266 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0363 }, "coherence_score": 0.626581072807312, "coherence_diagnostics": { "tau": 0.626581072807312, "grad_tau": 0.34249159693717957, "torsion": 0.0, "alignment": 0.06670063734054565, "S_field": 0.062261223793029785, "Gamma_field": 0.4370393753051758, "S_over_Gamma": 0.142461359500885, "Da": 26.971498489379883, "E_coh": 0.663625955581665, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -99.1, 26.76 ], [ -99.07, 26.76 ], [ -99.05, 26.74 ], [ -99.05, 26.69 ], [ -99.07, 26.69 ], [ -99.11, 26.64 ], [ -99.14, 26.63 ], [ -99.16, 26.61 ], [ -99.18, 26.62 ], [ -99.23, 26.62 ], [ -99.24, 26.64 ], [ -99.23, 26.65 ], [ -99.24, 26.66 ], [ -99.24, 26.68 ], [ -99.2, 26.72 ], [ -99.2, 26.73 ], [ -99.16, 26.75 ], [ -99.11, 26.75 ], [ -99.1, 26.76 ] ] ] }, "raw_probability": 0.0363, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0363, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ff3690fcdeb5a946d4709856f7fb2ca2f6442ca17b08fe68f91def7d62ef29b5", "signature": { "alg": "ed25519", "sig": "2a1186cdd7d9c12ec983a353fe077c7ff010f63abc7e76bd68eb466e6cda40477fd99e65dba144c4d9ac42eec51a8b30bd57662f0952aaa28e27d19fd94f2605" } }, "receipt_sha256": "ff3690fcdeb5a946d4709856f7fb2ca2f6442ca17b08fe68f91def7d62ef29b5" }, { "storm_id": "256134", "lat": 26.2537, "lon": -100.0259, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2701.0, "ebshear": 17.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.97, "flash_rate": 37.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 25.8264 }, { "name": "alignment", "value": 0.6471 }, { "name": "tau", "value": 0.3235 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.036 }, "coherence_score": 0.32354316115379333, "coherence_diagnostics": { "tau": 0.32354316115379333, "grad_tau": 0.23292922973632812, "torsion": 0.0, "alignment": 0.6470611691474915, "S_field": 0.24869605898857117, "Gamma_field": 0.4053727388381958, "S_over_Gamma": 0.6134997010231018, "Da": 25.882291793823242, "E_coh": 0.9416006207466125, "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": [ [ [ -100.11, 26.41 ], [ -100.06, 26.41 ], [ -100.04, 26.39 ], [ -100.0, 26.32 ], [ -99.94, 26.25 ], [ -99.9, 26.25 ], [ -99.84, 26.2 ], [ -99.84, 26.15 ], [ -99.86, 26.12 ], [ -99.92, 26.12 ], [ -99.93, 26.11 ], [ -99.96, 26.19 ], [ -99.99, 26.22 ], [ -100.0, 26.22 ], [ -100.03, 26.19 ], [ -100.06, 26.19 ], [ -100.07, 26.18 ], [ -100.09, 26.18 ], [ -100.13, 26.21 ], [ -100.13, 26.23 ], [ -100.12, 26.24 ], [ -100.12, 26.28 ], [ -100.11, 26.29 ], [ -100.11, 26.35 ], [ -100.12, 26.36 ], [ -100.11, 26.38 ], [ -100.11, 26.41 ] ] ] }, "raw_probability": 0.036, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.036, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b95a3c6923b2ade0279f76206adc2ac1922b002d574ea85d9ba6591c1c6d7e69", "signature": { "alg": "ed25519", "sig": "477e2113c7acde678e17d10508160f5fc5fd80b5fbf9e63b58ce72d7e138d54c86a03bd0392ccbfb6151b43524fa2b09ebe8083a760596e871fae3401be3ec07" } }, "receipt_sha256": "b95a3c6923b2ade0279f76206adc2ac1922b002d574ea85d9ba6591c1c6d7e69" }, { "storm_id": "256136", "lat": 25.496, "lon": -100.0885, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3301.0, "ebshear": 17.0, "srh01": 8.0, "maxllaz": 0.003, "mesh": 1.53, "flash_rate": 37.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 26.9514 }, { "name": "alignment", "value": -0.3698 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.036 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.32354316115379333, "torsion": 0.0, "alignment": -0.3698310852050781, "S_field": 0.14378532767295837, "Gamma_field": 0.49953940510749817, "S_over_Gamma": 0.2878358066082001, "Da": 29.554485321044922, "E_coh": 0.9104980230331421, "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": [ [ [ -100.17, 25.6 ], [ -100.11, 25.6 ], [ -100.1, 25.59 ], [ -100.08, 25.59 ], [ -100.04, 25.55 ], [ -100.04, 25.53 ], [ -100.03, 25.52 ], [ -100.03, 25.49 ], [ -100.04, 25.48 ], [ -100.04, 25.46 ], [ -100.03, 25.45 ], [ -100.03, 25.37 ], [ -100.05, 25.35 ], [ -100.09, 25.35 ], [ -100.11, 25.37 ], [ -100.11, 25.45 ], [ -100.12, 25.47 ], [ -100.19, 25.52 ], [ -100.19, 25.58 ], [ -100.17, 25.6 ] ] ] }, "raw_probability": 0.036, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.036, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b95a3c6923b2ade0279f76206adc2ac1922b002d574ea85d9ba6591c1c6d7e69", "signature": { "alg": "ed25519", "sig": "477e2113c7acde678e17d10508160f5fc5fd80b5fbf9e63b58ce72d7e138d54c86a03bd0392ccbfb6151b43524fa2b09ebe8083a760596e871fae3401be3ec07" } }, "receipt_sha256": "b95a3c6923b2ade0279f76206adc2ac1922b002d574ea85d9ba6591c1c6d7e69" }, { "storm_id": "256369", "lat": 42.8281, "lon": -82.2675, "motion_east": 3.5, "motion_south": -1.0, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 113.0, "ebshear": 30.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 35.3264 }, { "name": "alignment", "value": 2.4931 }, { "name": "tau", "value": 1.1012 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.036 }, "coherence_score": 1.1012476682662964, "coherence_diagnostics": { "tau": 1.1012476682662964, "grad_tau": 0.07782140374183655, "torsion": 0.0, "alignment": 2.493107795715332, "S_field": 0.1908842921257019, "Gamma_field": 0.22620604932308197, "S_over_Gamma": 0.8438513875007629, "Da": 12.639963150024414, "E_coh": 0.2885805666446686, "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": [ [ [ -82.2, 42.91 ], [ -82.16, 42.91 ], [ -82.15, 42.9 ], [ -82.15, 42.86 ], [ -82.25, 42.81 ], [ -82.33, 42.72 ], [ -82.36, 42.72 ], [ -82.37, 42.74 ], [ -82.34, 42.78 ], [ -82.34, 42.79 ], [ -82.33, 42.79 ], [ -82.31, 42.81 ], [ -82.31, 42.82 ], [ -82.25, 42.89 ], [ -82.23, 42.89 ], [ -82.2, 42.91 ] ] ] }, "raw_probability": 0.036, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.036, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b95a3c6923b2ade0279f76206adc2ac1922b002d574ea85d9ba6591c1c6d7e69", "signature": { "alg": "ed25519", "sig": "477e2113c7acde678e17d10508160f5fc5fd80b5fbf9e63b58ce72d7e138d54c86a03bd0392ccbfb6151b43524fa2b09ebe8083a760596e871fae3401be3ec07" } }, "receipt_sha256": "b95a3c6923b2ade0279f76206adc2ac1922b002d574ea85d9ba6591c1c6d7e69" }, { "storm_id": "256836", "lat": 26.3556, "lon": -100.2167, "motion_east": 4.3, "motion_south": 0.4, "valid_time": "20260802_190040 UTC", "tornado_probability": 0.0008, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2336.0, "ebshear": 18.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.44, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 25.8264 }, { "name": "alignment", "value": 0.6471 }, { "name": "tau", "value": 0.3235 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0357 }, "coherence_score": 0.32354316115379333, "coherence_diagnostics": { "tau": 0.32354316115379333, "grad_tau": 0.23292922973632812, "torsion": 0.0, "alignment": 0.6470611691474915, "S_field": 0.24869605898857117, "Gamma_field": 0.4053727388381958, "S_over_Gamma": 0.6134997010231018, "Da": 25.882291793823242, "E_coh": 0.9416006207466125, "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": [ [ [ -100.23, 26.39 ], [ -100.21, 26.39 ], [ -100.18, 26.37 ], [ -100.18, 26.33 ], [ -100.19, 26.32 ], [ -100.23, 26.32 ], [ -100.25, 26.33 ], [ -100.25, 26.36 ], [ -100.23, 26.39 ] ] ] }, "raw_probability": 0.0357, "confidence_lo": 0.0008, "confidence_hi": 0.0008, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "ca1a9295432afff806479608731c8aa8effa0e033f41fb166602eaafc568f7ca", "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e", "issued_at": "2026-08-02T19:03:46Z", "raw_probability": 0.0357, "probability": 0.000793, "confidence_lo": 0.000776, "confidence_hi": 0.000793, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b048f8935e2ac55f4cd4ce7c0a6f3bcd58bf88840310ffb48dbc28c751fc6096", "signature": { "alg": "ed25519", "sig": "92aab6fd26a47585a62722b9bef7ceed1d722426c7c0b822e64a0e7eb323c44191d8380eb9e05fce6aa71edae14cdd7ebfa513e8fe67a0ea82de0c9fa85f8409" } }, "receipt_sha256": "b048f8935e2ac55f4cd4ce7c0a6f3bcd58bf88840310ffb48dbc28c751fc6096" } ] }