{ "forecast_id": "to_fcst_20260728_2027", "hazard": "tornado", "issued_at": "2026-07-28T20:27:45Z", "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": 294, "top_probability": 0.0271, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "186872", "lat": 36.97, "lon": -80.174, "motion_east": 10.2, "motion_south": 5.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0271, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1776.0, "ebshear": 41.0, "srh01": 138.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 138.0 }, { "name": "hrrr_pwat", "value": 38.9153 }, { "name": "alignment", "value": -9.4658 }, { "name": "tau", "value": 5.6346 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.7805 }, "coherence_score": 5.634604454040527, "coherence_diagnostics": { "tau": 5.634604454040527, "grad_tau": 0.3628808259963989, "torsion": 0.0, "alignment": -9.465797424316406, "S_field": 1.7606576681137085, "Gamma_field": 0.17789225280284882, "S_over_Gamma": 9.897326469421387, "Da": 10.698607444763184, "E_coh": 0.8409954905509949, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -80.2, 37.02 ], [ -80.19, 37.01 ], [ -80.16, 37.01 ], [ -80.12, 36.97 ], [ -80.12, 36.92 ], [ -80.14, 36.9 ], [ -80.17, 36.9 ], [ -80.22, 36.95 ], [ -80.22, 37.0 ], [ -80.2, 37.02 ] ] ] }, "raw_probability": 0.7805, "confidence_lo": 0.0261, "confidence_hi": 0.0271, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "752f6d7d592b20af79343ac3ee77b3d1af8e6452fcf5c479b8d5438129df6e08", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.7805, "probability": 0.027072, "confidence_lo": 0.026071, "confidence_hi": 0.0271, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7edb654787e86ebd8f09aacd5632f3669e7a95c5eb4b59b078a4f26bc653b600" }, "receipt_sha256": "7edb654787e86ebd8f09aacd5632f3669e7a95c5eb4b59b078a4f26bc653b600" }, { "storm_id": "186873", "lat": 36.9838, "lon": -80.515, "motion_east": 11.3, "motion_south": 6.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0271, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2122.0, "ebshear": 40.0, "srh01": 130.0, "maxllaz": 0.009, "mesh": 0.1, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 130.0 }, { "name": "hrrr_pwat", "value": 38.9153 }, { "name": "alignment", "value": -9.4658 }, { "name": "tau", "value": 5.6346 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.7805 }, "coherence_score": 5.634604454040527, "coherence_diagnostics": { "tau": 5.634604454040527, "grad_tau": 0.3628808259963989, "torsion": 0.0, "alignment": -9.465797424316406, "S_field": 1.7606576681137085, "Gamma_field": 0.17789225280284882, "S_over_Gamma": 9.897326469421387, "Da": 10.698607444763184, "E_coh": 0.8409954905509949, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -80.52, 37.02 ], [ -80.46, 37.02 ], [ -80.44, 36.97 ], [ -80.46, 36.95 ], [ -80.56, 36.94 ], [ -80.58, 36.96 ], [ -80.58, 36.99 ], [ -80.52, 37.02 ] ] ] }, "raw_probability": 0.7805, "confidence_lo": 0.0261, "confidence_hi": 0.0271, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "752f6d7d592b20af79343ac3ee77b3d1af8e6452fcf5c479b8d5438129df6e08", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.7805, "probability": 0.027072, "confidence_lo": 0.026071, "confidence_hi": 0.0271, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7edb654787e86ebd8f09aacd5632f3669e7a95c5eb4b59b078a4f26bc653b600" }, "receipt_sha256": "7edb654787e86ebd8f09aacd5632f3669e7a95c5eb4b59b078a4f26bc653b600" }, { "storm_id": "187228", "lat": 37.1231, "lon": -80.4831, "motion_east": 11.0, "motion_south": 6.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0271, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2042.0, "ebshear": 41.0, "srh01": 113.0, "maxllaz": 0.004, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 113.0 }, { "name": "hrrr_pwat", "value": 38.9153 }, { "name": "alignment", "value": -9.4658 }, { "name": "tau", "value": 5.6346 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.7805 }, "coherence_score": 5.634604454040527, "coherence_diagnostics": { "tau": 5.634604454040527, "grad_tau": 0.3628808259963989, "torsion": 0.0, "alignment": -9.465797424316406, "S_field": 1.7606576681137085, "Gamma_field": 0.17789225280284882, "S_over_Gamma": 9.897326469421387, "Da": 10.698607444763184, "E_coh": 0.8409954905509949, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.53, 37.17 ], [ -80.51, 37.17 ], [ -80.5, 37.16 ], [ -80.46, 37.16 ], [ -80.4, 37.11 ], [ -80.4, 37.08 ], [ -80.42, 37.06 ], [ -80.45, 37.06 ], [ -80.49, 37.09 ], [ -80.51, 37.09 ], [ -80.54, 37.12 ], [ -80.54, 37.16 ], [ -80.53, 37.17 ] ] ] }, "raw_probability": 0.7805, "confidence_lo": 0.0261, "confidence_hi": 0.0271, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "752f6d7d592b20af79343ac3ee77b3d1af8e6452fcf5c479b8d5438129df6e08", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.7805, "probability": 0.027072, "confidence_lo": 0.026071, "confidence_hi": 0.0271, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7edb654787e86ebd8f09aacd5632f3669e7a95c5eb4b59b078a4f26bc653b600" }, "receipt_sha256": "7edb654787e86ebd8f09aacd5632f3669e7a95c5eb4b59b078a4f26bc653b600" }, { "storm_id": "186836", "lat": 38.4411, "lon": -76.7904, "motion_east": 3.6, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0267, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2188.0, "ebshear": 36.0, "srh01": 39.0, "maxllaz": 0.007, "mesh": 0.21, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 35.4153 }, { "name": "alignment", "value": -7.4129 }, { "name": "tau", "value": 3.6395 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.7572 }, "coherence_score": 3.6395201683044434, "coherence_diagnostics": { "tau": 3.6395201683044434, "grad_tau": 0.5105671286582947, "torsion": 0.0, "alignment": -7.412894248962402, "S_field": 0.8363990783691406, "Gamma_field": 0.21539226174354553, "S_over_Gamma": 3.883143663406372, "Da": 13.472698211669922, "E_coh": 0.6929545998573303, "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": [ [ [ -76.83, 38.55 ], [ -76.78, 38.55 ], [ -76.77, 38.54 ], [ -76.72, 38.54 ], [ -76.7, 38.53 ], [ -76.68, 38.51 ], [ -76.68, 38.47 ], [ -76.7, 38.45 ], [ -76.72, 38.45 ], [ -76.74, 38.43 ], [ -76.74, 38.42 ], [ -76.76, 38.41 ], [ -76.77, 38.35 ], [ -76.79, 38.34 ], [ -76.8, 38.32 ], [ -76.82, 38.31 ], [ -76.9, 38.31 ], [ -76.91, 38.32 ], [ -76.91, 38.39 ], [ -76.86, 38.44 ], [ -76.84, 38.44 ], [ -76.83, 38.45 ], [ -76.82, 38.44 ], [ -76.8, 38.46 ], [ -76.81, 38.47 ], [ -76.83, 38.47 ], [ -76.83, 38.55 ] ] ] }, "raw_probability": 0.7572, "confidence_lo": 0.0261, "confidence_hi": 0.0267, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "203fc2d6514c1682f9985d45a7a6cf4cdebc202696a3dbff04c4fc1bfe080a8f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.7572, "probability": 0.026675, "confidence_lo": 0.026071, "confidence_hi": 0.026691, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e3d3b9f4e40d76dcc847917a1e98f01170d8472a338a4d92306d64c55a724528" }, "receipt_sha256": "e3d3b9f4e40d76dcc847917a1e98f01170d8472a338a4d92306d64c55a724528" }, { "storm_id": "187138", "lat": 36.2244, "lon": -82.3944, "motion_east": 5.9, "motion_south": 6.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0267, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2971.0, "ebshear": 41.0, "srh01": 96.0, "maxllaz": 0.01, "mesh": 0.32, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 49.6653 }, { "name": "alignment", "value": 4.3516 }, { "name": "tau", "value": 5.5285 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.732 }, "coherence_score": 5.528495788574219, "coherence_diagnostics": { "tau": 5.528495788574219, "grad_tau": 0.4489978551864624, "torsion": 0.0, "alignment": 4.351626396179199, "S_field": 1.9432518482208252, "Gamma_field": 0.2328922599554062, "S_over_Gamma": 8.343995094299316, "Da": 14.39054012298584, "E_coh": 0.9167885184288025, "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": [ [ [ -82.41, 36.27 ], [ -82.38, 36.27 ], [ -82.35, 36.24 ], [ -82.35, 36.19 ], [ -82.37, 36.17 ], [ -82.4, 36.17 ], [ -82.44, 36.21 ], [ -82.44, 36.23 ], [ -82.41, 36.27 ] ] ] }, "raw_probability": 0.732, "confidence_lo": 0.0261, "confidence_hi": 0.0267, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c930367a448d7a752b46a454a8a68beb07ba5d36b101fbe8abeb68b77ab0d788", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.732, "probability": 0.026675, "confidence_lo": 0.026071, "confidence_hi": 0.026691, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f94dbd9a7f027c1860f259ad1b1df7afef136006d7686f0eee688c3d67b8e33b" }, "receipt_sha256": "f94dbd9a7f027c1860f259ad1b1df7afef136006d7686f0eee688c3d67b8e33b" }, { "storm_id": "184934", "lat": 37.4675, "lon": -80.246, "motion_east": 7.8, "motion_south": 6.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0216, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1743.0, "ebshear": 43.0, "srh01": 109.0, "maxllaz": 0.007, "mesh": 0.17, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 109.0 }, { "name": "hrrr_pwat", "value": 45.2903 }, { "name": "alignment", "value": -4.0062 }, { "name": "tau", "value": 5.453 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.7082 }, "coherence_score": 5.45303201675415, "coherence_diagnostics": { "tau": 5.45303201675415, "grad_tau": 0.30194374918937683, "torsion": 0.0, "alignment": -4.006224155426025, "S_field": 1.7223644256591797, "Gamma_field": 0.23455892503261566, "S_over_Gamma": 7.342992305755615, "Da": 14.189196586608887, "E_coh": 0.8663325905799866, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 8, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.36, 37.57 ], [ -80.34, 37.57 ], [ -80.28, 37.53 ], [ -80.17, 37.53 ], [ -80.15, 37.51 ], [ -80.14, 37.49 ], [ -80.14, 37.45 ], [ -80.15, 37.44 ], [ -80.15, 37.42 ], [ -80.16, 37.41 ], [ -80.16, 37.37 ], [ -80.17, 37.36 ], [ -80.22, 37.36 ], [ -80.27, 37.41 ], [ -80.28, 37.41 ], [ -80.33, 37.45 ], [ -80.33, 37.46 ], [ -80.38, 37.51 ], [ -80.38, 37.53 ], [ -80.36, 37.57 ] ] ] }, "raw_probability": 0.7082, "confidence_lo": 0.0197, "confidence_hi": 0.0217, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "542eed4b2c6f44be89698b52430606568988db4783d15ad0994c7a645c526090", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.7082, "probability": 0.021618, "confidence_lo": 0.019704, "confidence_hi": 0.021661, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d6d425e06950eab914913337a3457aa9c3bb747a587967fb21ce2cdf4bfb17f" }, "receipt_sha256": "7d6d425e06950eab914913337a3457aa9c3bb747a587967fb21ce2cdf4bfb17f" }, { "storm_id": "187221", "lat": 39.3355, "lon": -77.4318, "motion_east": 8.3, "motion_south": 1.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2575.0, "ebshear": 39.0, "srh01": 38.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 33.4153 }, { "name": "alignment", "value": -5.928 }, { "name": "tau", "value": 4.1292 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.6994 }, "coherence_score": 4.129226207733154, "coherence_diagnostics": { "tau": 4.129226207733154, "grad_tau": 0.3514576554298401, "torsion": 0.0, "alignment": -5.927957534790039, "S_field": 1.1458896398544312, "Gamma_field": 0.18539224565029144, "S_over_Gamma": 6.1808929443359375, "Da": 10.879962921142578, "E_coh": 0.8290042877197266, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.43, 39.37 ], [ -77.4, 39.37 ], [ -77.39, 39.36 ], [ -77.4, 39.34 ], [ -77.4, 39.31 ], [ -77.41, 39.29 ], [ -77.46, 39.29 ], [ -77.48, 39.31 ], [ -77.48, 39.33 ], [ -77.47, 39.35 ], [ -77.43, 39.37 ] ] ] }, "raw_probability": 0.6994, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ede584eabe3369bcdd403121eff760dc8460a16968ec7c72ecde91b49583acbc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6994, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "43d548913fe3bfba241da5e1fcbe3f18aa03a802dff6c795b8fb7d166261cdff" }, "receipt_sha256": "43d548913fe3bfba241da5e1fcbe3f18aa03a802dff6c795b8fb7d166261cdff" }, { "storm_id": "185689", "lat": 37.051, "lon": -81.139, "motion_east": 6.1, "motion_south": 2.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2137.0, "ebshear": 41.0, "srh01": 143.0, "maxllaz": 0.006, "mesh": 0.03, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 143.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": 0.6419 }, { "name": "tau", "value": 5.794 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.6967 }, "coherence_score": 5.794034004211426, "coherence_diagnostics": { "tau": 5.794034004211426, "grad_tau": 0.14486612379550934, "torsion": 0.0, "alignment": 0.641912043094635, "S_field": 2.0904436111450195, "Gamma_field": 0.22955891489982605, "S_over_Gamma": 9.106348991394043, "Da": 13.843392372131348, "E_coh": 0.9102078080177307, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.16, 37.09 ], [ -81.12, 37.09 ], [ -81.12, 37.07 ], [ -81.1, 37.04 ], [ -81.1, 37.02 ], [ -81.12, 37.0 ], [ -81.15, 37.01 ], [ -81.18, 37.04 ], [ -81.18, 37.06 ], [ -81.16, 37.09 ] ] ] }, "raw_probability": 0.6967, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d197c2027ee7a33f88ce2ec302c2c82beacfc41ed6e2eec299d9f891d5420e62", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6967, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f32f0b4b8be8dee2b3e8e7dfc840866d214084374d777ecf5f8a647ff0151cce" }, "receipt_sha256": "f32f0b4b8be8dee2b3e8e7dfc840866d214084374d777ecf5f8a647ff0151cce" }, { "storm_id": "187283", "lat": 38.6112, "lon": -77.315, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2130.0, "ebshear": 41.0, "srh01": 62.0, "maxllaz": 0.0, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 35.5403 }, { "name": "alignment", "value": -8.0555 }, { "name": "tau", "value": 4.148 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.6889 }, "coherence_score": 4.147978782653809, "coherence_diagnostics": { "tau": 4.147978782653809, "grad_tau": 0.5015052556991577, "torsion": 0.0, "alignment": -8.055481910705566, "S_field": 0.8903248906135559, "Gamma_field": 0.18039225041866302, "S_over_Gamma": 4.9354939460754395, "Da": 10.93746566772461, "E_coh": 0.6565953493118286, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.36, 38.65 ], [ -77.28, 38.65 ], [ -77.28, 38.62 ], [ -77.27, 38.6 ], [ -77.31, 38.58 ], [ -77.3, 38.57 ], [ -77.36, 38.57 ], [ -77.36, 38.65 ] ] ] }, "raw_probability": 0.6889, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8df5bdaf095943a221e1b2a081ce9ed80b37f8023c35c45065ce1933c257e785", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6889, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b4dc07ff3e47e38dcae81feba7e0d0deb6e7a444f419bd855b420fbbffd507d4" }, "receipt_sha256": "b4dc07ff3e47e38dcae81feba7e0d0deb6e7a444f419bd855b420fbbffd507d4" }, { "storm_id": "185588", "lat": 38.0858, "lon": -79.2426, "motion_east": 11.5, "motion_south": 3.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2004.0, "ebshear": 45.0, "srh01": 94.0, "maxllaz": 0.005, "mesh": 0.28, "flash_rate": 32.0, "top_features": [ { "name": "srh01", "value": 94.0 }, { "name": "hrrr_pwat", "value": 44.4153 }, { "name": "alignment", "value": -0.048 }, { "name": "tau", "value": 4.9663 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6717 }, "coherence_score": 4.966328144073486, "coherence_diagnostics": { "tau": 4.966328144073486, "grad_tau": 0.42394065856933594, "torsion": 0.0, "alignment": -0.047998905181884766, "S_field": 1.4163659811019897, "Gamma_field": 0.1887255758047104, "S_over_Gamma": 7.504896640777588, "Da": 11.163496971130371, "E_coh": 0.8936792016029358, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -79.27, 38.16 ], [ -79.21, 38.16 ], [ -79.15, 38.13 ], [ -79.14, 38.09 ], [ -79.13, 38.08 ], [ -79.13, 38.06 ], [ -79.16, 38.01 ], [ -79.21, 38.01 ], [ -79.22, 38.02 ], [ -79.25, 38.02 ], [ -79.26, 38.03 ], [ -79.31, 38.03 ], [ -79.34, 38.06 ], [ -79.33, 38.07 ], [ -79.33, 38.11 ], [ -79.32, 38.13 ], [ -79.3, 38.15 ], [ -79.28, 38.15 ], [ -79.27, 38.16 ] ] ] }, "raw_probability": 0.6717, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c2f7ed6eed094a8bdc4a28fda94e35a675bca673d2e71e00948a43a343e9ce42", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6717, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "55ec4d7bbcbf5d67c2a336fd6152f93f5ef09f263fa6294328501940706a17c0" }, "receipt_sha256": "55ec4d7bbcbf5d67c2a336fd6152f93f5ef09f263fa6294328501940706a17c0" }, { "storm_id": "186025", "lat": 35.488, "lon": -83.7865, "motion_east": 10.5, "motion_south": 7.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3420.0, "ebshear": 26.0, "srh01": 78.0, "maxllaz": 0.008, "mesh": 1.03, "flash_rate": 27.0, "top_features": [ { "name": "srh01", "value": 78.0 }, { "name": "hrrr_pwat", "value": 51.2903 }, { "name": "alignment", "value": -0.9779 }, { "name": "tau", "value": 4.5013 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.6658 }, "coherence_score": 4.501327037811279, "coherence_diagnostics": { "tau": 4.501327037811279, "grad_tau": 0.44486382603645325, "torsion": 0.0, "alignment": -0.9779462814331055, "S_field": 1.484890341758728, "Gamma_field": 0.27622559666633606, "S_over_Gamma": 5.375643730163574, "Da": 17.911468505859375, "E_coh": 0.8926101922988892, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -83.85, 35.57 ], [ -83.81, 35.55 ], [ -83.82, 35.53 ], [ -83.8, 35.51 ], [ -83.67, 35.51 ], [ -83.67, 35.49 ], [ -83.68, 35.48 ], [ -83.68, 35.42 ], [ -83.72, 35.37 ], [ -83.74, 35.36 ], [ -83.78, 35.37 ], [ -83.82, 35.41 ], [ -83.82, 35.47 ], [ -83.81, 35.48 ], [ -83.81, 35.51 ], [ -83.83, 35.53 ], [ -83.85, 35.53 ], [ -83.86, 35.54 ], [ -83.86, 35.56 ], [ -83.85, 35.57 ] ] ] }, "raw_probability": 0.6658, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "686f0c5ae665dbcc2609d4d61c2ad77bc53c85ba6720b7fb084e17a5c1f15903", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6658, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd47ebc36bcf5caf0e16c1de2a2472fb56f9b7d7f601606395fbdcb98ea648f5" }, "receipt_sha256": "fd47ebc36bcf5caf0e16c1de2a2472fb56f9b7d7f601606395fbdcb98ea648f5" }, { "storm_id": "186334", "lat": 36.9124, "lon": -82.0519, "motion_east": 7.4, "motion_south": 9.6, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2646.0, "ebshear": 44.0, "srh01": 155.0, "maxllaz": 0.008, "mesh": 0.65, "flash_rate": 30.0, "top_features": [ { "name": "srh01", "value": 155.0 }, { "name": "hrrr_pwat", "value": 45.7903 }, { "name": "alignment", "value": 6.0736 }, { "name": "tau", "value": 5.6403 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.6516 }, "coherence_score": 5.640327453613281, "coherence_diagnostics": { "tau": 5.640327453613281, "grad_tau": 0.34073883295059204, "torsion": 0.0, "alignment": 6.073589324951172, "S_field": 1.9952397346496582, "Gamma_field": 0.21122558414936066, "S_over_Gamma": 9.446013450622559, "Da": 12.528949737548828, "E_coh": 0.9245004057884216, "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": [ [ [ -82.17, 37.0 ], [ -82.13, 36.96 ], [ -82.05, 36.97 ], [ -82.04, 36.98 ], [ -82.02, 36.98 ], [ -82.01, 36.97 ], [ -81.97, 36.97 ], [ -81.92, 36.92 ], [ -81.92, 36.87 ], [ -81.93, 36.85 ], [ -81.96, 36.82 ], [ -81.98, 36.82 ], [ -81.99, 36.81 ], [ -82.02, 36.81 ], [ -82.05, 36.83 ], [ -82.09, 36.84 ], [ -82.14, 36.89 ], [ -82.15, 36.92 ], [ -82.19, 36.96 ], [ -82.19, 36.99 ], [ -82.17, 37.0 ] ] ] }, "raw_probability": 0.6516, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a424edf3073b1911eacb85d8922a6289a4122bdac1e325888a59ccdde397c42d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6516, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "209466ccb4eee9b45df4a485d0130c7e23bf38e157cf97c990151c231fd3b2eb" }, "receipt_sha256": "209466ccb4eee9b45df4a485d0130c7e23bf38e157cf97c990151c231fd3b2eb" }, { "storm_id": "187033", "lat": 43.1045, "lon": -73.18, "motion_east": 5.9, "motion_south": -9.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1401.0, "ebshear": 27.0, "srh01": 103.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 103.0 }, { "name": "hrrr_pwat", "value": 47.9153 }, { "name": "alignment", "value": -3.4107 }, { "name": "tau", "value": 2.2357 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.6503 }, "coherence_score": 2.2356648445129395, "coherence_diagnostics": { "tau": 2.2356648445129395, "grad_tau": 0.17610900104045868, "torsion": 0.0, "alignment": -3.4107017517089844, "S_field": 1.0010631084442139, "Gamma_field": 0.2353922575712204, "S_over_Gamma": 4.252744197845459, "Da": 13.761877059936523, "E_coh": 0.8380662202835083, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.21, 43.14 ], [ -73.17, 43.14 ], [ -73.15, 43.13 ], [ -73.14, 43.12 ], [ -73.14, 43.08 ], [ -73.15, 43.07 ], [ -73.18, 43.07 ], [ -73.19, 43.06 ], [ -73.22, 43.07 ], [ -73.22, 43.13 ], [ -73.21, 43.14 ] ] ] }, "raw_probability": 0.6503, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "655fe049584a9cac682d8992b744082fd26908036c0fcbd69d168a105c0bc7bf", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6503, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "668bb19d1e3de4e95630bc10163631f2fcd3d6d7608f3af5e3e49b3161b7a950" }, "receipt_sha256": "668bb19d1e3de4e95630bc10163631f2fcd3d6d7608f3af5e3e49b3161b7a950" }, { "storm_id": "187227", "lat": 37.13, "lon": -82.5914, "motion_east": 5.7, "motion_south": 7.6, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2893.0, "ebshear": 47.0, "srh01": 96.0, "maxllaz": 0.006, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 45.7903 }, { "name": "alignment", "value": 6.0736 }, { "name": "tau", "value": 5.6403 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.6503 }, "coherence_score": 5.640327453613281, "coherence_diagnostics": { "tau": 5.640327453613281, "grad_tau": 0.34073883295059204, "torsion": 0.0, "alignment": 6.073589324951172, "S_field": 1.9952397346496582, "Gamma_field": 0.21122558414936066, "S_over_Gamma": 9.446013450622559, "Da": 12.528949737548828, "E_coh": 0.9245004057884216, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.6, 37.16 ], [ -82.56, 37.15 ], [ -82.56, 37.09 ], [ -82.6, 37.09 ], [ -82.61, 37.11 ], [ -82.61, 37.15 ], [ -82.6, 37.16 ] ] ] }, "raw_probability": 0.6503, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "655fe049584a9cac682d8992b744082fd26908036c0fcbd69d168a105c0bc7bf", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6503, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "668bb19d1e3de4e95630bc10163631f2fcd3d6d7608f3af5e3e49b3161b7a950" }, "receipt_sha256": "668bb19d1e3de4e95630bc10163631f2fcd3d6d7608f3af5e3e49b3161b7a950" }, { "storm_id": "186158", "lat": 38.0425, "lon": -80.2325, "motion_east": 5.7, "motion_south": 3.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0202, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1800.0, "ebshear": 49.0, "srh01": 134.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 134.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": 1.1004 }, { "name": "tau", "value": 5.0724 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.6463 }, "coherence_score": 5.072380065917969, "coherence_diagnostics": { "tau": 5.072380065917969, "grad_tau": 0.5324074029922485, "torsion": 0.0, "alignment": 1.1003841161727905, "S_field": 1.7246395349502563, "Gamma_field": 0.22039224207401276, "S_over_Gamma": 7.825318813323975, "Da": 12.64241886138916, "E_coh": 0.9196856617927551, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.27, 38.08 ], [ -80.22, 38.08 ], [ -80.19, 38.04 ], [ -80.19, 38.01 ], [ -80.2, 38.0 ], [ -80.24, 38.0 ], [ -80.28, 38.05 ], [ -80.27, 38.08 ] ] ] }, "raw_probability": 0.6463, "confidence_lo": 0.0197, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1cd5ec9308e657145ec6bc14c65e28abe48124f680d583512b30f89107d40c98", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6463, "probability": 0.020187, "confidence_lo": 0.019704, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c8384cf33c9bb9613531ce8e580339e2e092508fd37c114a65ae6298e5049ba3" }, "receipt_sha256": "c8384cf33c9bb9613531ce8e580339e2e092508fd37c114a65ae6298e5049ba3" }, { "storm_id": "187284", "lat": 38.3514, "lon": -77.5129, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.02, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1921.0, "ebshear": 38.0, "srh01": 44.0, "maxllaz": 0.0, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 35.5403 }, { "name": "alignment", "value": -8.0555 }, { "name": "tau", "value": 4.148 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.6436 }, "coherence_score": 4.147978782653809, "coherence_diagnostics": { "tau": 4.147978782653809, "grad_tau": 0.5015052556991577, "torsion": 0.0, "alignment": -8.055481910705566, "S_field": 0.8903248906135559, "Gamma_field": 0.18039225041866302, "S_over_Gamma": 4.9354939460754395, "Da": 10.93746566772461, "E_coh": 0.6565953493118286, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.53, 38.38 ], [ -77.45, 38.38 ], [ -77.45, 38.3 ], [ -77.55, 38.3 ], [ -77.55, 38.35 ], [ -77.53, 38.37 ], [ -77.53, 38.38 ] ] ] }, "raw_probability": 0.6436, "confidence_lo": 0.0127, "confidence_hi": 0.0202, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "79a8f075a810cdfdb3608a1a99b2272b8e47b54952601e67904a548b5d21a84c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6436, "probability": 0.020046, "confidence_lo": 0.012658, "confidence_hi": 0.020197, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a5b64cf1df5c456499ca0d4ed79ad83c9ef83c1b0c83e8a625b6948bb82b9982" }, "receipt_sha256": "a5b64cf1df5c456499ca0d4ed79ad83c9ef83c1b0c83e8a625b6948bb82b9982" }, { "storm_id": "186871", "lat": 37.265, "lon": -81.1283, "motion_east": 5.7, "motion_south": 2.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0186, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2038.0, "ebshear": 44.0, "srh01": 151.0, "maxllaz": 0.004, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 151.0 }, { "name": "hrrr_pwat", "value": 42.6653 }, { "name": "alignment", "value": 1.6002 }, { "name": "tau", "value": 5.4012 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.641 }, "coherence_score": 5.401182174682617, "coherence_diagnostics": { "tau": 5.401182174682617, "grad_tau": 0.5056658983230591, "torsion": 0.0, "alignment": 1.6002037525177002, "S_field": 1.4251089096069336, "Gamma_field": 0.2262255847454071, "S_over_Gamma": 6.299503803253174, "Da": 13.122788429260254, "E_coh": 0.9046850800514221, "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": [ [ [ -81.22, 37.31 ], [ -81.18, 37.31 ], [ -81.14, 37.28 ], [ -81.12, 37.28 ], [ -81.11, 37.27 ], [ -81.1, 37.27 ], [ -81.05, 37.31 ], [ -81.01, 37.28 ], [ -81.01, 37.24 ], [ -81.03, 37.23 ], [ -81.08, 37.23 ], [ -81.1, 37.22 ], [ -81.11, 37.2 ], [ -81.16, 37.2 ], [ -81.22, 37.26 ], [ -81.22, 37.28 ], [ -81.23, 37.29 ], [ -81.22, 37.31 ] ] ] }, "raw_probability": 0.641, "confidence_lo": 0.0127, "confidence_hi": 0.0187, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "17d688f24d92c87373d6f7ce890dd6dc852a293972b0c73fcf1c867f14622247", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.641, "probability": 0.018579, "confidence_lo": 0.012658, "confidence_hi": 0.018692, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "96f458008d60dbf0adeda96df35671c6086d58c5fe76733c4d1089ee309d141c" }, "receipt_sha256": "96f458008d60dbf0adeda96df35671c6086d58c5fe76733c4d1089ee309d141c" }, { "storm_id": "186630", "lat": 40.6037, "lon": -75.62, "motion_east": 4.8, "motion_south": 1.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0141, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1563.0, "ebshear": 25.0, "srh01": 64.0, "maxllaz": 0.005, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 45.1653 }, { "name": "alignment", "value": -5.6426 }, { "name": "tau", "value": 3.3863 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.6323 }, "coherence_score": 3.3863136768341064, "coherence_diagnostics": { "tau": 3.3863136768341064, "grad_tau": 0.34261879324913025, "torsion": 0.0, "alignment": -5.642617702484131, "S_field": 1.0336878299713135, "Gamma_field": 0.20455892384052277, "S_over_Gamma": 5.053252220153809, "Da": 13.47916030883789, "E_coh": 0.8723869919776917, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.66, 40.64 ], [ -75.62, 40.64 ], [ -75.59, 40.62 ], [ -75.59, 40.57 ], [ -75.6, 40.56 ], [ -75.62, 40.56 ], [ -75.62, 40.6 ], [ -75.66, 40.64 ] ] ] }, "raw_probability": 0.6323, "confidence_lo": 0.0126, "confidence_hi": 0.0142, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "01535ea3d70a943b90376db076833dc30aace2fb59448c0b33d1967ca8012633", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6323, "probability": 0.014143, "confidence_lo": 0.01264, "confidence_hi": 0.014164, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c32d671289a68a3b71d28a0d5e81a02c9e76bf1d914ac7f464f74f2cfe96e027" }, "receipt_sha256": "c32d671289a68a3b71d28a0d5e81a02c9e76bf1d914ac7f464f74f2cfe96e027" }, { "storm_id": "187198", "lat": 39.1811, "lon": -78.1333, "motion_east": 7.4, "motion_south": 3.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0132, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1828.0, "ebshear": 44.0, "srh01": 58.0, "maxllaz": 0.004, "mesh": 0.67, "flash_rate": 8.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 37.0403 }, { "name": "alignment", "value": -3.6153 }, { "name": "tau", "value": 4.3516 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.6198 }, "coherence_score": 4.351591110229492, "coherence_diagnostics": { "tau": 4.351591110229492, "grad_tau": 0.3725641071796417, "torsion": 0.0, "alignment": -3.6152729988098145, "S_field": 0.9258624315261841, "Gamma_field": 0.1753922551870346, "S_over_Gamma": 5.278810024261475, "Da": 10.500984191894531, "E_coh": 0.797378659248352, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.14, 39.22 ], [ -78.11, 39.22 ], [ -78.09, 39.2 ], [ -78.09, 39.17 ], [ -78.11, 39.13 ], [ -78.16, 39.13 ], [ -78.18, 39.15 ], [ -78.18, 39.19 ], [ -78.14, 39.22 ] ] ] }, "raw_probability": 0.6198, "confidence_lo": 0.0126, "confidence_hi": 0.0132, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "cb6f03d846c99d1e238d08c833142e2faeb7f07131a29e28dd978f2108b75788", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6198, "probability": 0.013218, "confidence_lo": 0.01264, "confidence_hi": 0.013226, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2a6b9a3f067e1e00e9c37ebb57ad07b67b62934d3d6fc9514652f9b41d617f2f" }, "receipt_sha256": "2a6b9a3f067e1e00e9c37ebb57ad07b67b62934d3d6fc9514652f9b41d617f2f" }, { "storm_id": "186703", "lat": 39.8808, "lon": -77.7762, "motion_east": 9.3, "motion_south": 1.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0132, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2001.0, "ebshear": 37.0, "srh01": 89.0, "maxllaz": 0.012, "mesh": 0.62, "flash_rate": 26.0, "top_features": [ { "name": "srh01", "value": 89.0 }, { "name": "hrrr_pwat", "value": 35.9153 }, { "name": "alignment", "value": -1.5343 }, { "name": "tau", "value": 3.9065 }, { "name": "maxllaz", "value": 0.012 } ], "model_scores": { "gbt_prob": 0.6124 }, "coherence_score": 3.9065377712249756, "coherence_diagnostics": { "tau": 3.9065377712249756, "grad_tau": 0.2780591547489166, "torsion": 0.0, "alignment": -1.5342739820480347, "S_field": 0.8138843774795532, "Gamma_field": 0.1820589154958725, "S_over_Gamma": 4.470445156097412, "Da": 10.80683708190918, "E_coh": 0.8177977800369263, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -77.78, 39.95 ], [ -77.75, 39.95 ], [ -77.72, 39.92 ], [ -77.71, 39.89 ], [ -77.72, 39.88 ], [ -77.73, 39.84 ], [ -77.76, 39.81 ], [ -77.78, 39.8 ], [ -77.82, 39.8 ], [ -77.86, 39.84 ], [ -77.86, 39.89 ], [ -77.82, 39.93 ], [ -77.78, 39.95 ] ] ] }, "raw_probability": 0.6124, "confidence_lo": 0.0126, "confidence_hi": 0.0132, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f0f1e56b07fcbe187a7ca1809dd4a97865d8a23ecfd35aa2ed22b0b68f3b457e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6124, "probability": 0.013218, "confidence_lo": 0.01264, "confidence_hi": 0.013226, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1fec35e87edb088ae19ba4174a0812e25ff77c0af901c801cf49303aa29077de" }, "receipt_sha256": "1fec35e87edb088ae19ba4174a0812e25ff77c0af901c801cf49303aa29077de" }, { "storm_id": "186860", "lat": 42.9158, "lon": -72.9575, "motion_east": 6.8, "motion_south": -10.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0132, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1393.0, "ebshear": 21.0, "srh01": 76.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 76.0 }, { "name": "hrrr_pwat", "value": 50.5403 }, { "name": "alignment", "value": -6.3894 }, { "name": "tau", "value": 2.3162 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.61 }, "coherence_score": 2.316157341003418, "coherence_diagnostics": { "tau": 2.316157341003418, "grad_tau": 0.07886666059494019, "torsion": 0.0, "alignment": -6.389421463012695, "S_field": 0.6929903030395508, "Gamma_field": 0.19539225101470947, "S_over_Gamma": 3.5466620922088623, "Da": 12.701083183288574, "E_coh": 0.8941919803619385, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -72.94, 42.98 ], [ -72.93, 42.98 ], [ -72.9, 42.94 ], [ -72.93, 42.91 ], [ -72.93, 42.88 ], [ -72.95, 42.86 ], [ -72.99, 42.86 ], [ -73.0, 42.87 ], [ -72.99, 42.89 ], [ -73.0, 42.91 ], [ -72.99, 42.93 ], [ -72.94, 42.98 ] ] ] }, "raw_probability": 0.61, "confidence_lo": 0.0126, "confidence_hi": 0.0132, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "86b46c77a7456191d60cd2e8b949a79c2c59e0c58546106594e7d7dc5c7a3bdc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.61, "probability": 0.013218, "confidence_lo": 0.01264, "confidence_hi": 0.013226, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f6cfc834a82d0ee0eb20f0dd15f95ba8794cb5a7f9008303c518c28b9a58d664" }, "receipt_sha256": "f6cfc834a82d0ee0eb20f0dd15f95ba8794cb5a7f9008303c518c28b9a58d664" }, { "storm_id": "187203", "lat": 36.645, "lon": -82.551, "motion_east": 6.1, "motion_south": 6.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0132, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3457.0, "ebshear": 45.0, "srh01": 101.0, "maxllaz": 0.009, "mesh": 0.32, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 101.0 }, { "name": "hrrr_pwat", "value": 45.7903 }, { "name": "alignment", "value": 6.0736 }, { "name": "tau", "value": 5.6403 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.6077 }, "coherence_score": 5.640327453613281, "coherence_diagnostics": { "tau": 5.640327453613281, "grad_tau": 0.34073883295059204, "torsion": 0.0, "alignment": 6.073589324951172, "S_field": 1.9952397346496582, "Gamma_field": 0.21122558414936066, "S_over_Gamma": 9.446013450622559, "Da": 12.528949737548828, "E_coh": 0.9245004057884216, "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": [ [ [ -82.56, 36.69 ], [ -82.51, 36.69 ], [ -82.49, 36.67 ], [ -82.49, 36.64 ], [ -82.53, 36.6 ], [ -82.59, 36.59 ], [ -82.6, 36.6 ], [ -82.59, 36.62 ], [ -82.59, 36.66 ], [ -82.56, 36.69 ] ] ] }, "raw_probability": 0.6077, "confidence_lo": 0.0126, "confidence_hi": 0.0132, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c52bc76fc3bcad98bb6f53b83bda533c87215768242714acbd7c6976edd5e58f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6077, "probability": 0.013218, "confidence_lo": 0.01264, "confidence_hi": 0.013226, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "10d1ba2d4a22cc65895dbaebec697edd78a3c3e19cff4926c8cc708911f7f5c8" }, "receipt_sha256": "10d1ba2d4a22cc65895dbaebec697edd78a3c3e19cff4926c8cc708911f7f5c8" }, { "storm_id": "186796", "lat": 39.7235, "lon": -77.631, "motion_east": 9.3, "motion_south": 1.6, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0132, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1978.0, "ebshear": 43.0, "srh01": 83.0, "maxllaz": 0.01, "mesh": 0.56, "flash_rate": 36.0, "top_features": [ { "name": "srh01", "value": 83.0 }, { "name": "hrrr_pwat", "value": 35.9153 }, { "name": "alignment", "value": -1.5343 }, { "name": "tau", "value": 3.9065 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.6054 }, "coherence_score": 3.9065377712249756, "coherence_diagnostics": { "tau": 3.9065377712249756, "grad_tau": 0.2780591547489166, "torsion": 0.0, "alignment": -1.5342739820480347, "S_field": 0.8138843774795532, "Gamma_field": 0.1820589154958725, "S_over_Gamma": 4.470445156097412, "Da": 10.80683708190918, "E_coh": 0.8177977800369263, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -77.63, 39.86 ], [ -77.58, 39.86 ], [ -77.57, 39.85 ], [ -77.55, 39.81 ], [ -77.55, 39.73 ], [ -77.56, 39.72 ], [ -77.57, 39.68 ], [ -77.6, 39.65 ], [ -77.61, 39.62 ], [ -77.63, 39.6 ], [ -77.65, 39.59 ], [ -77.7, 39.59 ], [ -77.71, 39.6 ], [ -77.71, 39.66 ], [ -77.69, 39.68 ], [ -77.68, 39.72 ], [ -77.67, 39.73 ], [ -77.67, 39.82 ], [ -77.66, 39.84 ], [ -77.63, 39.86 ] ] ] }, "raw_probability": 0.6054, "confidence_lo": 0.0126, "confidence_hi": 0.0132, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4d72a0cc889baa90d38ca68b2e8247747b6bc90b3383e59cf002ca5576958f81", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.6054, "probability": 0.013218, "confidence_lo": 0.01264, "confidence_hi": 0.013226, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bb816bb380e54641a368f842dd3e90fb3d6007253de978792de9e61437625d15" }, "receipt_sha256": "bb816bb380e54641a368f842dd3e90fb3d6007253de978792de9e61437625d15" }, { "storm_id": "187113", "lat": 36.1611, "lon": -81.3867, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0131, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2456.0, "ebshear": 45.0, "srh01": 106.0, "maxllaz": 0.004, "mesh": 0.35, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 106.0 }, { "name": "hrrr_pwat", "value": 50.1653 }, { "name": "alignment", "value": -3.1949 }, { "name": "tau", "value": 5.6909 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5959 }, "coherence_score": 5.690857887268066, "coherence_diagnostics": { "tau": 5.690857887268066, "grad_tau": 0.2725638747215271, "torsion": 0.0, "alignment": -3.19494366645813, "S_field": 1.9636753797531128, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 8.744588851928711, "Da": 13.647148132324219, "E_coh": 0.9169750809669495, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": 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, 36.19 ], [ -81.37, 36.19 ], [ -81.36, 36.18 ], [ -81.36, 36.13 ], [ -81.38, 36.13 ], [ -81.39, 36.12 ], [ -81.41, 36.14 ], [ -81.41, 36.18 ], [ -81.4, 36.19 ] ] ] }, "raw_probability": 0.5959, "confidence_lo": 0.0116, "confidence_hi": 0.0131, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "3011585663b5e44d217ad1d5e01d8e2f095cd4700e4b40f970625c09507986fc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5959, "probability": 0.013056, "confidence_lo": 0.011568, "confidence_hi": 0.013075, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ad7e18d717c6cd6b1f715caedb0cb8ddc452c3c38896bad712030e116fb0bef" }, "receipt_sha256": "8ad7e18d717c6cd6b1f715caedb0cb8ddc452c3c38896bad712030e116fb0bef" }, { "storm_id": "187034", "lat": 42.4206, "lon": -73.165, "motion_east": 6.6, "motion_south": -10.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0131, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1729.0, "ebshear": 19.0, "srh01": 67.0, "maxllaz": 0.005, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 50.5403 }, { "name": "alignment", "value": -6.3894 }, { "name": "tau", "value": 2.3162 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.5952 }, "coherence_score": 2.316157341003418, "coherence_diagnostics": { "tau": 2.316157341003418, "grad_tau": 0.07886666059494019, "torsion": 0.0, "alignment": -6.389421463012695, "S_field": 0.6929903030395508, "Gamma_field": 0.19539225101470947, "S_over_Gamma": 3.5466620922088623, "Da": 12.701083183288574, "E_coh": 0.8941919803619385, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.13, 42.5 ], [ -73.11, 42.5 ], [ -73.08, 42.47 ], [ -73.08, 42.44 ], [ -73.12, 42.42 ], [ -73.16, 42.42 ], [ -73.17, 42.41 ], [ -73.18, 42.35 ], [ -73.19, 42.34 ], [ -73.22, 42.34 ], [ -73.24, 42.36 ], [ -73.24, 42.38 ], [ -73.21, 42.41 ], [ -73.2, 42.44 ], [ -73.18, 42.45 ], [ -73.13, 42.5 ] ] ] }, "raw_probability": 0.5952, "confidence_lo": 0.0116, "confidence_hi": 0.0131, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "67635714169cff6d744c5d8a22d8240ab7c36e8b1a54b8215bb385927eeea928", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5952, "probability": 0.013056, "confidence_lo": 0.011568, "confidence_hi": 0.013075, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fa8e6ba7a6e111df0307c45aa0ae21831c3b2deed7455e013fd4d86b2047a119" }, "receipt_sha256": "fa8e6ba7a6e111df0307c45aa0ae21831c3b2deed7455e013fd4d86b2047a119" }, { "storm_id": "186615", "lat": 37.5558, "lon": -81.0575, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0127, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1794.0, "ebshear": 45.0, "srh01": 145.0, "maxllaz": 0.002, "mesh": 0.21, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 145.0 }, { "name": "hrrr_pwat", "value": 42.6653 }, { "name": "alignment", "value": 1.6002 }, { "name": "tau", "value": 5.4012 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.5827 }, "coherence_score": 5.401182174682617, "coherence_diagnostics": { "tau": 5.401182174682617, "grad_tau": 0.5056658983230591, "torsion": 0.0, "alignment": 1.6002037525177002, "S_field": 1.4251089096069336, "Gamma_field": 0.2262255847454071, "S_over_Gamma": 6.299503803253174, "Da": 13.122788429260254, "E_coh": 0.9046850800514221, "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": [ [ [ -81.1, 37.62 ], [ -81.09, 37.62 ], [ -81.08, 37.62 ], [ -81.07, 37.62 ], [ -81.06, 37.62 ], [ -81.05, 37.62 ], [ -81.04, 37.62 ], [ -81.03, 37.61 ], [ -81.02, 37.6 ], [ -81.02, 37.59 ], [ -81.01, 37.58 ], [ -81.01, 37.57 ], [ -81.0, 37.56 ], [ -81.0, 37.55 ], [ -81.0, 37.54 ], [ -81.0, 37.53 ], [ -80.99, 37.52 ], [ -80.98, 37.52 ], [ -80.97, 37.53 ], [ -80.96, 37.52 ], [ -80.97, 37.51 ], [ -80.98, 37.51 ], [ -80.99, 37.52 ], [ -81.0, 37.52 ], [ -81.01, 37.52 ], [ -81.02, 37.52 ], [ -81.03, 37.52 ], [ -81.04, 37.52 ], [ -81.05, 37.52 ], [ -81.06, 37.51 ], [ -81.07, 37.51 ], [ -81.08, 37.51 ], [ -81.09, 37.51 ], [ -81.1, 37.51 ], [ -81.11, 37.51 ], [ -81.12, 37.52 ], [ -81.13, 37.52 ], [ -81.13, 37.53 ], [ -81.14, 37.54 ], [ -81.14, 37.55 ], [ -81.14, 37.56 ], [ -81.14, 37.57 ], [ -81.14, 37.58 ], [ -81.14, 37.59 ], [ -81.13, 37.6 ], [ -81.12, 37.61 ], [ -81.11, 37.61 ], [ -81.1, 37.62 ] ] ] }, "raw_probability": 0.5827, "confidence_lo": 0.0116, "confidence_hi": 0.0127, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fc126aea8fd0a10751ed4db9aec04ea7bff439284b9f1a6aee0c27a229b227a0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5827, "probability": 0.012704, "confidence_lo": 0.011568, "confidence_hi": 0.012719, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bc08488e3a60f6bd3bf5a88c1b9a4817c2e51e720e143d91263bf7e50e23ab3c" }, "receipt_sha256": "bc08488e3a60f6bd3bf5a88c1b9a4817c2e51e720e143d91263bf7e50e23ab3c" }, { "storm_id": "187259", "lat": 37.4883, "lon": -81.49, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0127, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2175.0, "ebshear": 43.0, "srh01": 146.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 146.0 }, { "name": "hrrr_pwat", "value": 42.6653 }, { "name": "alignment", "value": 1.6002 }, { "name": "tau", "value": 5.4012 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.5827 }, "coherence_score": 5.401182174682617, "coherence_diagnostics": { "tau": 5.401182174682617, "grad_tau": 0.5056658983230591, "torsion": 0.0, "alignment": 1.6002037525177002, "S_field": 1.4251089096069336, "Gamma_field": 0.2262255847454071, "S_over_Gamma": 6.299503803253174, "Da": 13.122788429260254, "E_coh": 0.9046850800514221, "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": [ [ [ -81.51, 37.51 ], [ -81.5, 37.5 ], [ -81.46, 37.51 ], [ -81.45, 37.45 ], [ -81.51, 37.45 ], [ -81.51, 37.51 ] ] ] }, "raw_probability": 0.5827, "confidence_lo": 0.0116, "confidence_hi": 0.0127, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fc126aea8fd0a10751ed4db9aec04ea7bff439284b9f1a6aee0c27a229b227a0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5827, "probability": 0.012704, "confidence_lo": 0.011568, "confidence_hi": 0.012719, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bc08488e3a60f6bd3bf5a88c1b9a4817c2e51e720e143d91263bf7e50e23ab3c" }, "receipt_sha256": "bc08488e3a60f6bd3bf5a88c1b9a4817c2e51e720e143d91263bf7e50e23ab3c" }, { "storm_id": "187112", "lat": 36.3987, "lon": -81.5325, "motion_east": 5.0, "motion_south": 2.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.012, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2247.0, "ebshear": 36.0, "srh01": 120.0, "maxllaz": 0.003, "mesh": 0.28, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 120.0 }, { "name": "hrrr_pwat", "value": 50.1653 }, { "name": "alignment", "value": -3.1949 }, { "name": "tau", "value": 5.6909 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.5757 }, "coherence_score": 5.690857887268066, "coherence_diagnostics": { "tau": 5.690857887268066, "grad_tau": 0.2725638747215271, "torsion": 0.0, "alignment": -3.19494366645813, "S_field": 1.9636753797531128, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 8.744588851928711, "Da": 13.647148132324219, "E_coh": 0.9169750809669495, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.54, 36.43 ], [ -81.5, 36.42 ], [ -81.5, 36.38 ], [ -81.51, 36.37 ], [ -81.55, 36.37 ], [ -81.56, 36.38 ], [ -81.56, 36.41 ], [ -81.54, 36.43 ] ] ] }, "raw_probability": 0.5757, "confidence_lo": 0.0083, "confidence_hi": 0.012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7100abc6eb68e87ba46c4d74bc53b8dfc497934eb81785c0bb56ed7e448fbaa8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5757, "probability": 0.01199, "confidence_lo": 0.008299, "confidence_hi": 0.012035, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6c8903543cb14e939804cb95c39ae18ac47989a5904ab9e9946cf9c64cb126d7" }, "receipt_sha256": "6c8903543cb14e939804cb95c39ae18ac47989a5904ab9e9946cf9c64cb126d7" }, { "storm_id": "186933", "lat": 38.8971, "lon": -78.6954, "motion_east": 8.2, "motion_south": 2.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0098, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1707.0, "ebshear": 40.0, "srh01": 55.0, "maxllaz": 0.004, "mesh": 0.26, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 37.0403 }, { "name": "alignment", "value": -3.6153 }, { "name": "tau", "value": 4.3516 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5711 }, "coherence_score": 4.351591110229492, "coherence_diagnostics": { "tau": 4.351591110229492, "grad_tau": 0.3725641071796417, "torsion": 0.0, "alignment": -3.6152729988098145, "S_field": 0.9258624315261841, "Gamma_field": 0.1753922551870346, "S_over_Gamma": 5.278810024261475, "Da": 10.500984191894531, "E_coh": 0.797378659248352, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.65, 39.06 ], [ -78.63, 39.05 ], [ -78.6, 39.05 ], [ -78.59, 39.03 ], [ -78.59, 38.99 ], [ -78.55, 38.94 ], [ -78.55, 38.91 ], [ -78.57, 38.88 ], [ -78.55, 38.84 ], [ -78.55, 38.78 ], [ -78.65, 38.78 ], [ -78.66, 38.77 ], [ -78.7, 38.77 ], [ -78.71, 38.78 ], [ -78.78, 38.74 ], [ -78.85, 38.75 ], [ -78.85, 38.79 ], [ -78.83, 38.82 ], [ -78.84, 38.84 ], [ -78.81, 38.83 ], [ -78.8, 38.84 ], [ -78.8, 38.87 ], [ -78.78, 38.88 ], [ -78.76, 38.87 ], [ -78.72, 38.87 ], [ -78.71, 38.86 ], [ -78.69, 38.87 ], [ -78.69, 38.89 ], [ -78.72, 38.93 ], [ -78.73, 38.98 ], [ -78.72, 38.99 ], [ -78.72, 39.01 ], [ -78.68, 39.04 ], [ -78.66, 39.04 ], [ -78.65, 39.06 ] ] ] }, "raw_probability": 0.5711, "confidence_lo": 0.0067, "confidence_hi": 0.0098, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9adecf0ea9a57e8685cadea61e2fa1957050b05cce07488a81c8186e33bc8680", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5711, "probability": 0.009774, "confidence_lo": 0.006698, "confidence_hi": 0.009804, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3196eadd6769ace7865fe3eead437878b40ce0b3956ace8308587e0049240b43" }, "receipt_sha256": "3196eadd6769ace7865fe3eead437878b40ce0b3956ace8308587e0049240b43" }, { "storm_id": "186761", "lat": 37.2833, "lon": -82.6144, "motion_east": 5.3, "motion_south": 8.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0075, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3310.0, "ebshear": 46.0, "srh01": 92.0, "maxllaz": 0.006, "mesh": 0.25, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 92.0 }, { "name": "hrrr_pwat", "value": 45.7903 }, { "name": "alignment", "value": 2.1134 }, { "name": "tau", "value": 5.2166 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.563 }, "coherence_score": 5.216632843017578, "coherence_diagnostics": { "tau": 5.216632843017578, "grad_tau": 0.5940388441085815, "torsion": 0.0, "alignment": 2.113351583480835, "S_field": 1.4267966747283936, "Gamma_field": 0.23872558772563934, "S_over_Gamma": 5.976722717285156, "Da": 13.06749439239502, "E_coh": 0.9232463836669922, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.63, 37.32 ], [ -82.59, 37.32 ], [ -82.57, 37.3 ], [ -82.57, 37.25 ], [ -82.58, 37.24 ], [ -82.64, 37.24 ], [ -82.66, 37.26 ], [ -82.66, 37.3 ], [ -82.63, 37.32 ] ] ] }, "raw_probability": 0.563, "confidence_lo": 0.0067, "confidence_hi": 0.0075, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "954819c284a5228ad085e0cdb1261272f9fded2815f877db4d51e019ad480838", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.563, "probability": 0.007513, "confidence_lo": 0.006698, "confidence_hi": 0.007519, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "80eeec545ec468a9d2d0fd1e46f0aa76e8b0d7b7a1f4d1391d377dcc8e5c89cc" }, "receipt_sha256": "80eeec545ec468a9d2d0fd1e46f0aa76e8b0d7b7a1f4d1391d377dcc8e5c89cc" }, { "storm_id": "186750", "lat": 42.7693, "lon": -73.2053, "motion_east": 6.8, "motion_south": -11.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1564.0, "ebshear": 19.0, "srh01": 84.0, "maxllaz": 0.006, "mesh": 0.14, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 50.5403 }, { "name": "alignment", "value": -6.3894 }, { "name": "tau", "value": 2.3162 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.5525 }, "coherence_score": 2.316157341003418, "coherence_diagnostics": { "tau": 2.316157341003418, "grad_tau": 0.07886666059494019, "torsion": 0.0, "alignment": -6.389421463012695, "S_field": 0.6929903030395508, "Gamma_field": 0.19539225101470947, "S_over_Gamma": 3.5466620922088623, "Da": 12.701083183288574, "E_coh": 0.8941919803619385, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.21, 42.9 ], [ -73.18, 42.9 ], [ -73.14, 42.88 ], [ -73.11, 42.82 ], [ -73.11, 42.76 ], [ -73.13, 42.74 ], [ -73.14, 42.7 ], [ -73.21, 42.62 ], [ -73.27, 42.62 ], [ -73.29, 42.64 ], [ -73.31, 42.68 ], [ -73.31, 42.71 ], [ -73.23, 42.79 ], [ -73.23, 42.88 ], [ -73.21, 42.9 ] ] ] }, "raw_probability": 0.5525, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7d2c9ba4d52ed84302e0a7bc1c9212374c15abcc0aab0e1df796c83693dd9fdd", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5525, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4646d196207e87be9329afe6a661271fc6d9753e0dec7270bde284f059ed9211" }, "receipt_sha256": "4646d196207e87be9329afe6a661271fc6d9753e0dec7270bde284f059ed9211" }, { "storm_id": "186560", "lat": 40.7784, "lon": -74.9737, "motion_east": 5.7, "motion_south": -8.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1419.0, "ebshear": 27.0, "srh01": 93.0, "maxllaz": 0.004, "mesh": 0.15, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 93.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": -3.2648 }, { "name": "tau", "value": 3.1968 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5438 }, "coherence_score": 3.1968495845794678, "coherence_diagnostics": { "tau": 3.1968495845794678, "grad_tau": 0.4162684381008148, "torsion": 0.0, "alignment": -3.2647640705108643, "S_field": 1.144453763961792, "Gamma_field": 0.19705891609191895, "S_over_Gamma": 5.80767297744751, "Da": 12.8856201171875, "E_coh": 0.9270145893096924, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.94, 40.86 ], [ -74.88, 40.86 ], [ -74.86, 40.84 ], [ -74.87, 40.78 ], [ -74.9, 40.76 ], [ -74.94, 40.76 ], [ -74.96, 40.74 ], [ -74.96, 40.73 ], [ -75.0, 40.7 ], [ -75.04, 40.7 ], [ -75.06, 40.71 ], [ -75.08, 40.73 ], [ -75.08, 40.77 ], [ -75.07, 40.78 ], [ -75.0, 40.78 ], [ -74.98, 40.79 ], [ -74.97, 40.8 ], [ -74.97, 40.84 ], [ -74.94, 40.86 ] ] ] }, "raw_probability": 0.5438, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fb18a544887651293c4c22116056cd406fa76a82b4bcaec410b3dba816a5a377", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5438, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fbe7682919f62bfc9212a732876ed09ddef53f4b8eb50ed37aea70e28fa978a4" }, "receipt_sha256": "fbe7682919f62bfc9212a732876ed09ddef53f4b8eb50ed37aea70e28fa978a4" }, { "storm_id": "187278", "lat": 39.171, "lon": -77.646, "motion_east": 8.0, "motion_south": 2.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2605.0, "ebshear": 42.0, "srh01": 47.0, "maxllaz": 0.0, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 33.4153 }, { "name": "alignment", "value": -5.928 }, { "name": "tau", "value": 4.1292 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.5425 }, "coherence_score": 4.129226207733154, "coherence_diagnostics": { "tau": 4.129226207733154, "grad_tau": 0.3514576554298401, "torsion": 0.0, "alignment": -5.927957534790039, "S_field": 1.1458896398544312, "Gamma_field": 0.18539224565029144, "S_over_Gamma": 6.1808929443359375, "Da": 10.879962921142578, "E_coh": 0.8290042877197266, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.69, 39.22 ], [ -77.61, 39.22 ], [ -77.6, 39.21 ], [ -77.6, 39.14 ], [ -77.63, 39.14 ], [ -77.64, 39.13 ], [ -77.65, 39.14 ], [ -77.67, 39.14 ], [ -77.68, 39.15 ], [ -77.69, 39.22 ] ] ] }, "raw_probability": 0.5425, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "098656b02de492fb2e3f21df924afa8490c5d154ca51b893468fe033777869e0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5425, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "56f74884f692543ec6e3ec23fb096c22ec52eb9d52b897a3346a8dafef3895f7" }, "receipt_sha256": "56f74884f692543ec6e3ec23fb096c22ec52eb9d52b897a3346a8dafef3895f7" }, { "storm_id": "187105", "lat": 40.4346, "lon": -75.3146, "motion_east": 4.9, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1965.0, "ebshear": 23.0, "srh01": 53.0, "maxllaz": 0.004, "mesh": 0.26, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 45.1653 }, { "name": "alignment", "value": -5.6426 }, { "name": "tau", "value": 3.3863 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5396 }, "coherence_score": 3.3863136768341064, "coherence_diagnostics": { "tau": 3.3863136768341064, "grad_tau": 0.34261879324913025, "torsion": 0.0, "alignment": -5.642617702484131, "S_field": 1.0336878299713135, "Gamma_field": 0.20455892384052277, "S_over_Gamma": 5.053252220153809, "Da": 13.47916030883789, "E_coh": 0.8723869919776917, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.3, 40.48 ], [ -75.27, 40.47 ], [ -75.25, 40.45 ], [ -75.25, 40.41 ], [ -75.28, 40.38 ], [ -75.34, 40.38 ], [ -75.36, 40.39 ], [ -75.37, 40.4 ], [ -75.36, 40.42 ], [ -75.36, 40.45 ], [ -75.34, 40.47 ], [ -75.31, 40.47 ], [ -75.3, 40.48 ] ] ] }, "raw_probability": 0.5396, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "819ae0a4a9127b1b263939475362062b19cfafbc6772ed074345dbdb0ee725ca", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5396, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ff3d324cc77699e7ea51dce28b7156b422ae8c7fa5b5b7c17eb5930bcc11ceb" }, "receipt_sha256": "3ff3d324cc77699e7ea51dce28b7156b422ae8c7fa5b5b7c17eb5930bcc11ceb" }, { "storm_id": "186960", "lat": 40.5962, "lon": -76.0475, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1764.0, "ebshear": 27.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 45.1653 }, { "name": "alignment", "value": -5.6426 }, { "name": "tau", "value": 3.3863 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.539 }, "coherence_score": 3.3863136768341064, "coherence_diagnostics": { "tau": 3.3863136768341064, "grad_tau": 0.34261879324913025, "torsion": 0.0, "alignment": -5.642617702484131, "S_field": 1.0336878299713135, "Gamma_field": 0.20455892384052277, "S_over_Gamma": 5.053252220153809, "Da": 13.47916030883789, "E_coh": 0.8723869919776917, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.08, 40.63 ], [ -76.02, 40.63 ], [ -76.01, 40.62 ], [ -76.01, 40.57 ], [ -76.03, 40.56 ], [ -76.07, 40.56 ], [ -76.08, 40.57 ], [ -76.08, 40.63 ] ] ] }, "raw_probability": 0.539, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f3f005da16516b810bf683510a13f423ea38ab8135ae26d878a29d6e7eadcce8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.539, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9822eba0543ae8dbf0f6408322a3e4999fe73a4167fd7510b6b5b52fb72689dd" }, "receipt_sha256": "9822eba0543ae8dbf0f6408322a3e4999fe73a4167fd7510b6b5b52fb72689dd" }, { "storm_id": "187280", "lat": 38.9929, "lon": -77.6486, "motion_east": 5.8, "motion_south": 2.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2065.0, "ebshear": 41.0, "srh01": 37.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 33.4153 }, { "name": "alignment", "value": -5.928 }, { "name": "tau", "value": 4.1292 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.5372 }, "coherence_score": 4.129226207733154, "coherence_diagnostics": { "tau": 4.129226207733154, "grad_tau": 0.3514576554298401, "torsion": 0.0, "alignment": -5.927957534790039, "S_field": 1.1458896398544312, "Gamma_field": 0.18539224565029144, "S_over_Gamma": 6.1808929443359375, "Da": 10.879962921142578, "E_coh": 0.8290042877197266, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.69, 39.02 ], [ -77.63, 39.02 ], [ -77.62, 39.0 ], [ -77.61, 39.01 ], [ -77.61, 38.94 ], [ -77.69, 38.94 ], [ -77.69, 39.02 ] ] ] }, "raw_probability": 0.5372, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9ff89dd260bef66f114103c13885a702737082a22c488e8b461550988d12a087", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5372, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "10cf98989991588e7a9ae53352124f392bf5da3465f1af54107c6a45256f55d8" }, "receipt_sha256": "10cf98989991588e7a9ae53352124f392bf5da3465f1af54107c6a45256f55d8" }, { "storm_id": "187247", "lat": 43.1314, "lon": -73.3664, "motion_east": 3.7, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1561.0, "ebshear": 30.0, "srh01": 100.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 100.0 }, { "name": "hrrr_pwat", "value": 41.2903 }, { "name": "alignment", "value": -2.3037 }, { "name": "tau", "value": 2.1624 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.5356 }, "coherence_score": 2.162428855895996, "coherence_diagnostics": { "tau": 2.162428855895996, "grad_tau": 0.13376230001449585, "torsion": 0.0, "alignment": -2.303673028945923, "S_field": 0.42138025164604187, "Gamma_field": 0.18372558057308197, "S_over_Gamma": 2.2935307025909424, "Da": 11.354512214660645, "E_coh": 0.5806879997253418, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.38, 43.17 ], [ -73.35, 43.17 ], [ -73.32, 43.14 ], [ -73.31, 43.14 ], [ -73.31, 43.1 ], [ -73.35, 43.08 ], [ -73.36, 43.09 ], [ -73.38, 43.09 ], [ -73.39, 43.1 ], [ -73.39, 43.13 ], [ -73.41, 43.14 ], [ -73.41, 43.16 ], [ -73.39, 43.16 ], [ -73.38, 43.17 ] ] ] }, "raw_probability": 0.5356, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "790edb86a2889e2bd41ea637f6bb238ec2451b2ce3792c09486b73ab40891ad3", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5356, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e4318a8093743a1f22d4188c72bcc3027424aa504ec19d7394112496f5970d0a" }, "receipt_sha256": "e4318a8093743a1f22d4188c72bcc3027424aa504ec19d7394112496f5970d0a" }, { "storm_id": "187257", "lat": 40.6109, "lon": -75.0782, "motion_east": 5.6, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1828.0, "ebshear": 25.0, "srh01": 88.0, "maxllaz": 0.005, "mesh": 0.33, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 88.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": -3.2648 }, { "name": "tau", "value": 3.1968 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.5294 }, "coherence_score": 3.1968495845794678, "coherence_diagnostics": { "tau": 3.1968495845794678, "grad_tau": 0.4162684381008148, "torsion": 0.0, "alignment": -3.2647640705108643, "S_field": 1.144453763961792, "Gamma_field": 0.19705891609191895, "S_over_Gamma": 5.80767297744751, "Da": 12.8856201171875, "E_coh": 0.9270145893096924, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.11, 40.65 ], [ -75.07, 40.65 ], [ -75.05, 40.63 ], [ -75.04, 40.63 ], [ -75.04, 40.58 ], [ -75.05, 40.57 ], [ -75.07, 40.57 ], [ -75.08, 40.56 ], [ -75.12, 40.59 ], [ -75.12, 40.64 ], [ -75.11, 40.65 ] ] ] }, "raw_probability": 0.5294, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b4cdb6cd34f4b68ab8cde8e3d0e345ef9bb9177f42f9f1796fc3fd5da6db0441", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5294, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f36e38cc6837ca894e9fa045465035e77cfe8951e747809596d6f9d74a36e1b4" }, "receipt_sha256": "f36e38cc6837ca894e9fa045465035e77cfe8951e747809596d6f9d74a36e1b4" }, { "storm_id": "187199", "lat": 39.0453, "lon": -78.3393, "motion_east": 7.4, "motion_south": 3.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1861.0, "ebshear": 43.0, "srh01": 51.0, "maxllaz": 0.005, "mesh": 0.28, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 37.0403 }, { "name": "alignment", "value": -3.6153 }, { "name": "tau", "value": 4.3516 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.5244 }, "coherence_score": 4.351591110229492, "coherence_diagnostics": { "tau": 4.351591110229492, "grad_tau": 0.3725641071796417, "torsion": 0.0, "alignment": -3.6152729988098145, "S_field": 0.9258624315261841, "Gamma_field": 0.1753922551870346, "S_over_Gamma": 5.278810024261475, "Da": 10.500984191894531, "E_coh": 0.797378659248352, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.43, 39.1 ], [ -78.37, 39.1 ], [ -78.36, 39.09 ], [ -78.24, 39.09 ], [ -78.22, 39.07 ], [ -78.22, 39.03 ], [ -78.24, 39.01 ], [ -78.26, 39.01 ], [ -78.29, 38.99 ], [ -78.33, 38.99 ], [ -78.34, 39.0 ], [ -78.43, 39.0 ], [ -78.47, 39.03 ], [ -78.46, 39.07 ], [ -78.43, 39.1 ] ] ] }, "raw_probability": 0.5244, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "0a0f5aa5ff0ab058f7b3eeb553cd7ec6432f8581215858e4cc1aaf52cace8e6f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5244, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "04db43d271e3eb18260a22e7a9b6e2c2dcc24eec466713071d005885aa2f719c" }, "receipt_sha256": "04db43d271e3eb18260a22e7a9b6e2c2dcc24eec466713071d005885aa2f719c" }, { "storm_id": "187282", "lat": 38.718, "lon": -77.324, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2316.0, "ebshear": 43.0, "srh01": 55.0, "maxllaz": 0.0, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 33.4153 }, { "name": "alignment", "value": -5.928 }, { "name": "tau", "value": 4.1292 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.5128 }, "coherence_score": 4.129226207733154, "coherence_diagnostics": { "tau": 4.129226207733154, "grad_tau": 0.3514576554298401, "torsion": 0.0, "alignment": -5.927957534790039, "S_field": 1.1458896398544312, "Gamma_field": 0.18539224565029144, "S_over_Gamma": 6.1808929443359375, "Da": 10.879962921142578, "E_coh": 0.8290042877197266, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.36, 38.75 ], [ -77.27, 38.75 ], [ -77.27, 38.67 ], [ -77.36, 38.67 ], [ -77.36, 38.75 ] ] ] }, "raw_probability": 0.5128, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6d0242261dd36a668ceeddee2e060fe85152ab2a4e075dcbb8b8d1a048781dcb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5128, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "33a436d06808140baaa45edfaf235adfca7d6f240f1722f4d073c8b056857bc7" }, "receipt_sha256": "33a436d06808140baaa45edfaf235adfca7d6f240f1722f4d073c8b056857bc7" }, { "storm_id": "185898", "lat": 39.722, "lon": -78.407, "motion_east": 9.3, "motion_south": 8.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2333.0, "ebshear": 32.0, "srh01": 70.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 70.0 }, { "name": "hrrr_pwat", "value": 35.5403 }, { "name": "alignment", "value": 1.9496 }, { "name": "tau", "value": 3.9629 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.5052 }, "coherence_score": 3.962933301925659, "coherence_diagnostics": { "tau": 3.962933301925659, "grad_tau": 0.38113707304000854, "torsion": 0.0, "alignment": 1.9495949745178223, "S_field": 0.6487818360328674, "Gamma_field": 0.1678922474384308, "S_over_Gamma": 3.8642752170562744, "Da": 9.808436393737793, "E_coh": 0.7920238375663757, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.37, 39.82 ], [ -78.35, 39.82 ], [ -78.31, 39.79 ], [ -78.3, 39.77 ], [ -78.3, 39.74 ], [ -78.38, 39.67 ], [ -78.39, 39.64 ], [ -78.43, 39.63 ], [ -78.44, 39.62 ], [ -78.49, 39.62 ], [ -78.53, 39.67 ], [ -78.49, 39.71 ], [ -78.49, 39.72 ], [ -78.46, 39.72 ], [ -78.45, 39.71 ], [ -78.4, 39.71 ], [ -78.39, 39.72 ], [ -78.4, 39.74 ], [ -78.4, 39.8 ], [ -78.37, 39.82 ] ] ] }, "raw_probability": 0.5052, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7c93c88209ded3077c5652ee8a52ee68d462aba81725ec624e31f5d638d570fb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5052, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e8faf715e4ae4486655c138a5d42e3d2d34e1c17852c78233c8e49692dfba8f4" }, "receipt_sha256": "e8faf715e4ae4486655c138a5d42e3d2d34e1c17852c78233c8e49692dfba8f4" }, { "storm_id": "187272", "lat": 41.1329, "lon": -74.9443, "motion_east": 6.1, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1235.0, "ebshear": 31.0, "srh01": 119.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 119.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -2.6777 }, { "name": "tau", "value": 2.7906 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.5046 }, "coherence_score": 2.7906057834625244, "coherence_diagnostics": { "tau": 2.7906057834625244, "grad_tau": 0.43469372391700745, "torsion": 0.0, "alignment": -2.6776559352874756, "S_field": 0.6690508127212524, "Gamma_field": 0.21372558176517487, "S_over_Gamma": 3.130419969558716, "Da": 13.750250816345215, "E_coh": 0.8591493964195251, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.94, 41.17 ], [ -74.92, 41.16 ], [ -74.92, 41.11 ], [ -74.93, 41.1 ], [ -74.98, 41.1 ], [ -74.98, 41.12 ], [ -74.94, 41.17 ] ] ] }, "raw_probability": 0.5046, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e719e3ad54837d822bff8e758fb9130295852b22c870742825f8effa2e13f92c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.5046, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "881744eb2d62c4dad006441e571dd0c865677c5d36e6cbcbb63411966b00732d" }, "receipt_sha256": "881744eb2d62c4dad006441e571dd0c865677c5d36e6cbcbb63411966b00732d" }, { "storm_id": "186564", "lat": 35.3282, "lon": -84.2191, "motion_east": 7.8, "motion_south": 6.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 4007.0, "ebshear": 27.0, "srh01": 64.0, "maxllaz": 0.004, "mesh": 0.98, "flash_rate": 15.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 51.2903 }, { "name": "alignment", "value": -0.9779 }, { "name": "tau", "value": 4.5013 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4976 }, "coherence_score": 4.501327037811279, "coherence_diagnostics": { "tau": 4.501327037811279, "grad_tau": 0.44486382603645325, "torsion": 0.0, "alignment": -0.9779462814331055, "S_field": 1.484890341758728, "Gamma_field": 0.27622559666633606, "S_over_Gamma": 5.375643730163574, "Da": 17.911468505859375, "E_coh": 0.8926101922988892, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -84.17, 35.41 ], [ -84.15, 35.4 ], [ -84.14, 35.38 ], [ -84.15, 35.35 ], [ -84.1, 35.31 ], [ -84.12, 35.28 ], [ -84.12, 35.26 ], [ -84.14, 35.24 ], [ -84.17, 35.24 ], [ -84.18, 35.23 ], [ -84.24, 35.23 ], [ -84.31, 35.28 ], [ -84.32, 35.3 ], [ -84.32, 35.33 ], [ -84.34, 35.34 ], [ -84.35, 35.36 ], [ -84.33, 35.35 ], [ -84.3, 35.37 ], [ -84.27, 35.37 ], [ -84.24, 35.39 ], [ -84.19, 35.39 ], [ -84.17, 35.41 ] ] ] }, "raw_probability": 0.4976, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "96ef38489cd7a81fbda617b91bc7b40fe2d86fe22ab2b664e31f842120e3ca32", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4976, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "26356ca3b79d9b104bec790b76d9a90bae7f496c5ec29dfa8676c23078e6ce6c" }, "receipt_sha256": "26356ca3b79d9b104bec790b76d9a90bae7f496c5ec29dfa8676c23078e6ce6c" }, { "storm_id": "187133", "lat": 39.1538, "lon": -77.3113, "motion_east": 5.4, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2466.0, "ebshear": 38.0, "srh01": 24.0, "maxllaz": 0.004, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 33.4153 }, { "name": "alignment", "value": -5.928 }, { "name": "tau", "value": 4.1292 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4933 }, "coherence_score": 4.129226207733154, "coherence_diagnostics": { "tau": 4.129226207733154, "grad_tau": 0.3514576554298401, "torsion": 0.0, "alignment": -5.927957534790039, "S_field": 1.1458896398544312, "Gamma_field": 0.18539224565029144, "S_over_Gamma": 6.1808929443359375, "Da": 10.879962921142578, "E_coh": 0.8290042877197266, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": 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, 39.18 ], [ -77.29, 39.18 ], [ -77.28, 39.17 ], [ -77.28, 39.14 ], [ -77.3, 39.11 ], [ -77.31, 39.11 ], [ -77.35, 39.16 ], [ -77.34, 39.18 ] ] ] }, "raw_probability": 0.4933, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8194217c08ad4519c4800a76e384ca21d0177e8d114257af4a49016b66c7fbfc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4933, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94fc4a5bd0030e06abc022eb3260f0a011374a5fc7853b810d0505005c2381f0" }, "receipt_sha256": "94fc4a5bd0030e06abc022eb3260f0a011374a5fc7853b810d0505005c2381f0" }, { "storm_id": "186583", "lat": 40.9956, "lon": -75.07, "motion_east": 6.5, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1117.0, "ebshear": 27.0, "srh01": 98.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 98.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -2.6777 }, { "name": "tau", "value": 2.7906 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4905 }, "coherence_score": 2.7906057834625244, "coherence_diagnostics": { "tau": 2.7906057834625244, "grad_tau": 0.43469372391700745, "torsion": 0.0, "alignment": -2.6776559352874756, "S_field": 0.6690508127212524, "Gamma_field": 0.21372558176517487, "S_over_Gamma": 3.130419969558716, "Da": 13.750250816345215, "E_coh": 0.8591493964195251, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.08, 41.03 ], [ -75.03, 41.03 ], [ -75.02, 41.02 ], [ -75.02, 40.99 ], [ -75.06, 40.95 ], [ -75.1, 40.95 ], [ -75.12, 40.96 ], [ -75.12, 41.0 ], [ -75.08, 41.03 ] ] ] }, "raw_probability": 0.4905, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9dc7d2703986012495caf66cae7bf557b46d68d6f5d9a03c009e071eeba3d1f5", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4905, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d93086bc7f0dfcacb5b6b4f54e09bac386c69a84a9f75f47fceedc6a0c16128" }, "receipt_sha256": "2d93086bc7f0dfcacb5b6b4f54e09bac386c69a84a9f75f47fceedc6a0c16128" }, { "storm_id": "186467", "lat": 42.7172, "lon": -75.0867, "motion_east": 6.9, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 990.0, "ebshear": 19.0, "srh01": 82.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 44.9153 }, { "name": "alignment", "value": -6.8761 }, { "name": "tau", "value": 2.209 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4781 }, "coherence_score": 2.208960771560669, "coherence_diagnostics": { "tau": 2.208960771560669, "grad_tau": 0.21891172230243683, "torsion": 0.0, "alignment": -6.8761420249938965, "S_field": 0.28500688076019287, "Gamma_field": 0.28789228200912476, "S_over_Gamma": 0.9899774789810181, "Da": 17.342924118041992, "E_coh": 0.3066217005252838, "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": [ [ [ -75.1, 42.78 ], [ -75.03, 42.78 ], [ -75.0, 42.75 ], [ -74.99, 42.72 ], [ -75.0, 42.71 ], [ -75.01, 42.67 ], [ -75.03, 42.65 ], [ -75.09, 42.64 ], [ -75.11, 42.66 ], [ -75.11, 42.67 ], [ -75.13, 42.69 ], [ -75.14, 42.69 ], [ -75.15, 42.71 ], [ -75.16, 42.71 ], [ -75.16, 42.76 ], [ -75.14, 42.77 ], [ -75.11, 42.77 ], [ -75.1, 42.78 ] ] ] }, "raw_probability": 0.4781, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c8b370bb23ba74b52193b0faec42c26ff98cdb7d901a935bf41fb1e0f8e2f64b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4781, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01217a3e996ec2ad3b92bec528be140a007afbf0cd974832d32ee7e11d661c1b" }, "receipt_sha256": "01217a3e996ec2ad3b92bec528be140a007afbf0cd974832d32ee7e11d661c1b" }, { "storm_id": "186764", "lat": 42.321, "lon": -74.393, "motion_east": 4.4, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 684.0, "ebshear": 19.0, "srh01": 93.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 93.0 }, { "name": "hrrr_pwat", "value": 44.9153 }, { "name": "alignment", "value": -6.8761 }, { "name": "tau", "value": 2.209 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.4781 }, "coherence_score": 2.208960771560669, "coherence_diagnostics": { "tau": 2.208960771560669, "grad_tau": 0.21891172230243683, "torsion": 0.0, "alignment": -6.8761420249938965, "S_field": 0.28500688076019287, "Gamma_field": 0.28789228200912476, "S_over_Gamma": 0.9899774789810181, "Da": 17.342924118041992, "E_coh": 0.3066217005252838, "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": [ [ [ -74.42, 42.35 ], [ -74.38, 42.35 ], [ -74.36, 42.34 ], [ -74.35, 42.33 ], [ -74.35, 42.3 ], [ -74.37, 42.28 ], [ -74.41, 42.27 ], [ -74.44, 42.3 ], [ -74.43, 42.34 ], [ -74.42, 42.35 ] ] ] }, "raw_probability": 0.4781, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c8b370bb23ba74b52193b0faec42c26ff98cdb7d901a935bf41fb1e0f8e2f64b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4781, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01217a3e996ec2ad3b92bec528be140a007afbf0cd974832d32ee7e11d661c1b" }, "receipt_sha256": "01217a3e996ec2ad3b92bec528be140a007afbf0cd974832d32ee7e11d661c1b" }, { "storm_id": "187165", "lat": 42.5067, "lon": -74.3739, "motion_east": 4.0, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 750.0, "ebshear": 21.0, "srh01": 82.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 82.0 }, { "name": "hrrr_pwat", "value": 44.9153 }, { "name": "alignment", "value": -6.8761 }, { "name": "tau", "value": 2.209 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4778 }, "coherence_score": 2.208960771560669, "coherence_diagnostics": { "tau": 2.208960771560669, "grad_tau": 0.21891172230243683, "torsion": 0.0, "alignment": -6.8761420249938965, "S_field": 0.28500688076019287, "Gamma_field": 0.28789228200912476, "S_over_Gamma": 0.9899774789810181, "Da": 17.342924118041992, "E_coh": 0.3066217005252838, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.43, 42.57 ], [ -74.4, 42.57 ], [ -74.38, 42.56 ], [ -74.37, 42.54 ], [ -74.33, 42.51 ], [ -74.32, 42.52 ], [ -74.27, 42.52 ], [ -74.24, 42.46 ], [ -74.26, 42.44 ], [ -74.32, 42.44 ], [ -74.34, 42.48 ], [ -74.36, 42.5 ], [ -74.38, 42.5 ], [ -74.44, 42.46 ], [ -74.48, 42.47 ], [ -74.49, 42.49 ], [ -74.49, 42.52 ], [ -74.43, 42.57 ] ] ] }, "raw_probability": 0.4778, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c31bbdbf4c8e6811a820715b6b58de9e9a3fd8cbaa5b56b449827998a6af3c81", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4778, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "84b060cfc908b788ac4d45ca69e4ed4e8d7e791881318fff608a91542e7ee95f" }, "receipt_sha256": "84b060cfc908b788ac4d45ca69e4ed4e8d7e791881318fff608a91542e7ee95f" }, { "storm_id": "187253", "lat": 42.1037, "lon": -74.9768, "motion_east": 4.3, "motion_south": -10.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 951.0, "ebshear": 19.0, "srh01": 78.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 78.0 }, { "name": "hrrr_pwat", "value": 41.4153 }, { "name": "alignment", "value": -5.6515 }, { "name": "tau", "value": 2.5117 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4747 }, "coherence_score": 2.511735677719116, "coherence_diagnostics": { "tau": 2.511735677719116, "grad_tau": 0.3114817142486572, "torsion": 0.0, "alignment": -5.651482105255127, "S_field": 0.525314211845398, "Gamma_field": 0.20705892145633698, "S_over_Gamma": 2.537027597427368, "Da": 12.473228454589844, "E_coh": 0.7523524165153503, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.03, 42.17 ], [ -75.01, 42.17 ], [ -75.01, 42.16 ], [ -74.98, 42.14 ], [ -74.97, 42.15 ], [ -74.93, 42.15 ], [ -74.91, 42.14 ], [ -74.9, 42.13 ], [ -74.9, 42.09 ], [ -74.88, 42.06 ], [ -74.9, 42.04 ], [ -74.96, 42.04 ], [ -74.97, 42.03 ], [ -75.02, 42.03 ], [ -75.03, 42.02 ], [ -75.05, 42.03 ], [ -75.05, 42.11 ], [ -75.03, 42.14 ], [ -75.03, 42.17 ] ] ] }, "raw_probability": 0.4747, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "aa1cf70e39f548550ebaeeb99612a40fa885d25e179811be43cbc3f5827da7c4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4747, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b913523dcd8368ff266d455f1e50e997ea111f0f09315304e3dc9d3dc5c7aecb" }, "receipt_sha256": "b913523dcd8368ff266d455f1e50e997ea111f0f09315304e3dc9d3dc5c7aecb" }, { "storm_id": "187157", "lat": 46.8461, "lon": -72.1743, "motion_east": 4.0, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1364.0, "ebshear": 28.0, "srh01": 47.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 36.1653 }, { "name": "alignment", "value": -5.4571 }, { "name": "tau", "value": 1.1103 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.4717 }, "coherence_score": 1.1103185415267944, "coherence_diagnostics": { "tau": 1.1103185415267944, "grad_tau": 0.32986146211624146, "torsion": 0.0, "alignment": -5.457120418548584, "S_field": 0.5913681983947754, "Gamma_field": 0.3587256073951721, "S_over_Gamma": 1.6485252380371094, "Da": 22.712499618530273, "E_coh": 0.6072566509246826, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.25, 46.93 ], [ -72.23, 46.93 ], [ -72.19, 46.88 ], [ -72.16, 46.88 ], [ -72.15, 46.87 ], [ -72.1, 46.87 ], [ -72.08, 46.86 ], [ -72.05, 46.83 ], [ -72.05, 46.79 ], [ -72.06, 46.78 ], [ -72.06, 46.76 ], [ -72.11, 46.76 ], [ -72.12, 46.77 ], [ -72.14, 46.77 ], [ -72.17, 46.79 ], [ -72.21, 46.8 ], [ -72.23, 46.82 ], [ -72.27, 46.84 ], [ -72.29, 46.86 ], [ -72.3, 46.9 ], [ -72.28, 46.92 ], [ -72.26, 46.92 ], [ -72.25, 46.93 ] ] ] }, "raw_probability": 0.4717, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ddf13ad228194660773d2a29ecbe16fc0cba8fa46c943c923efbab25d623340c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4717, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a7a102bb58aa82c99f6b4079610082e777ec762aeb052bafafaeb87f7da9f95e" }, "receipt_sha256": "a7a102bb58aa82c99f6b4079610082e777ec762aeb052bafafaeb87f7da9f95e" }, { "storm_id": "187047", "lat": 39.4726, "lon": -77.83, "motion_east": 8.5, "motion_south": 2.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2585.0, "ebshear": 43.0, "srh01": 55.0, "maxllaz": 0.009, "mesh": 0.61, "flash_rate": 22.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 35.9153 }, { "name": "alignment", "value": -1.5343 }, { "name": "tau", "value": 3.9065 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.4661 }, "coherence_score": 3.9065377712249756, "coherence_diagnostics": { "tau": 3.9065377712249756, "grad_tau": 0.2780591547489166, "torsion": 0.0, "alignment": -1.5342739820480347, "S_field": 0.8138843774795532, "Gamma_field": 0.1820589154958725, "S_over_Gamma": 4.470445156097412, "Da": 10.80683708190918, "E_coh": 0.8177977800369263, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.74, 39.56 ], [ -77.72, 39.56 ], [ -77.69, 39.53 ], [ -77.69, 39.5 ], [ -77.71, 39.48 ], [ -77.75, 39.47 ], [ -77.79, 39.43 ], [ -77.79, 39.42 ], [ -77.87, 39.42 ], [ -77.91, 39.37 ], [ -77.97, 39.37 ], [ -77.98, 39.38 ], [ -77.98, 39.44 ], [ -77.96, 39.46 ], [ -77.95, 39.45 ], [ -77.9, 39.45 ], [ -77.88, 39.47 ], [ -77.88, 39.49 ], [ -77.86, 39.5 ], [ -77.79, 39.5 ], [ -77.77, 39.52 ], [ -77.77, 39.54 ], [ -77.74, 39.56 ] ] ] }, "raw_probability": 0.4661, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f29d8c614766ca43eee386a00cb7a726794d49b7b3c962387ce09e944492146e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4661, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cb05539e203e069cdfb2607d409d7708ee73ca7342ac0631f19e4d00e15688fe" }, "receipt_sha256": "cb05539e203e069cdfb2607d409d7708ee73ca7342ac0631f19e4d00e15688fe" }, { "storm_id": "187194", "lat": 41.8742, "lon": -74.9175, "motion_east": 4.1, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1046.0, "ebshear": 20.0, "srh01": 91.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 91.0 }, { "name": "hrrr_pwat", "value": 41.4153 }, { "name": "alignment", "value": -5.6515 }, { "name": "tau", "value": 2.5117 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4652 }, "coherence_score": 2.511735677719116, "coherence_diagnostics": { "tau": 2.511735677719116, "grad_tau": 0.3114817142486572, "torsion": 0.0, "alignment": -5.651482105255127, "S_field": 0.525314211845398, "Gamma_field": 0.20705892145633698, "S_over_Gamma": 2.537027597427368, "Da": 12.473228454589844, "E_coh": 0.7523524165153503, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.95, 41.93 ], [ -74.91, 41.93 ], [ -74.86, 41.88 ], [ -74.85, 41.86 ], [ -74.85, 41.82 ], [ -74.87, 41.81 ], [ -74.92, 41.81 ], [ -74.96, 41.84 ], [ -74.97, 41.86 ], [ -74.97, 41.9 ], [ -74.95, 41.92 ], [ -74.95, 41.93 ] ] ] }, "raw_probability": 0.4652, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ab9a2b08d550b501b610fe757a1f8a06eba5845c648d8b706fcb929176ed375a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4652, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8aacc89dcb92bc3ee33d4dbaef533cffe0ac65f5e06027341a6b9ab150fd531e" }, "receipt_sha256": "8aacc89dcb92bc3ee33d4dbaef533cffe0ac65f5e06027341a6b9ab150fd531e" }, { "storm_id": "185233", "lat": 42.4595, "lon": -74.8154, "motion_east": 7.0, "motion_south": -8.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 928.0, "ebshear": 15.0, "srh01": 73.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 44.9153 }, { "name": "alignment", "value": -6.8761 }, { "name": "tau", "value": 2.209 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.464 }, "coherence_score": 2.208960771560669, "coherence_diagnostics": { "tau": 2.208960771560669, "grad_tau": 0.21891172230243683, "torsion": 0.0, "alignment": -6.8761420249938965, "S_field": 0.28500688076019287, "Gamma_field": 0.28789228200912476, "S_over_Gamma": 0.9899774789810181, "Da": 17.342924118041992, "E_coh": 0.3066217005252838, "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": 7, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.86, 42.69 ], [ -74.85, 42.68 ], [ -74.83, 42.68 ], [ -74.82, 42.66 ], [ -74.74, 42.59 ], [ -74.73, 42.56 ], [ -74.71, 42.54 ], [ -74.71, 42.48 ], [ -74.7, 42.47 ], [ -74.71, 42.45 ], [ -74.7, 42.44 ], [ -74.7, 42.38 ], [ -74.71, 42.36 ], [ -74.75, 42.32 ], [ -74.76, 42.3 ], [ -74.79, 42.29 ], [ -74.8, 42.27 ], [ -74.84, 42.26 ], [ -74.85, 42.25 ], [ -74.87, 42.25 ], [ -74.93, 42.28 ], [ -74.93, 42.31 ], [ -74.9, 42.35 ], [ -74.86, 42.35 ], [ -74.85, 42.36 ], [ -74.83, 42.36 ], [ -74.81, 42.39 ], [ -74.85, 42.44 ], [ -74.85, 42.49 ], [ -74.84, 42.5 ], [ -74.84, 42.54 ], [ -74.85, 42.55 ], [ -74.85, 42.57 ], [ -74.89, 42.61 ], [ -74.9, 42.63 ], [ -74.9, 42.66 ], [ -74.86, 42.69 ] ] ] }, "raw_probability": 0.464, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2fb48c3af6f4d18b3c98fa73e3e85cf4626f10b151b9ca8c439af4d8223f13f6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.464, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "160f3996be56e62c15a71a68f95e87460f9a9476131bbe788c9680a6bb98337c" }, "receipt_sha256": "160f3996be56e62c15a71a68f95e87460f9a9476131bbe788c9680a6bb98337c" }, { "storm_id": "185944", "lat": 45.2758, "lon": -74.6883, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1008.0, "ebshear": 22.0, "srh01": 103.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 103.0 }, { "name": "hrrr_pwat", "value": 42.4153 }, { "name": "alignment", "value": -5.1378 }, { "name": "tau", "value": 1.7673 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4596 }, "coherence_score": 1.7672991752624512, "coherence_diagnostics": { "tau": 1.7672991752624512, "grad_tau": 0.234327033162117, "torsion": 0.0, "alignment": -5.137833118438721, "S_field": 0.3384009301662445, "Gamma_field": 0.1678922474384308, "S_over_Gamma": 2.0155839920043945, "Da": 10.714731216430664, "E_coh": 0.34598252177238464, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.7, 45.34 ], [ -74.66, 45.34 ], [ -74.62, 45.29 ], [ -74.62, 45.23 ], [ -74.66, 45.2 ], [ -74.69, 45.2 ], [ -74.71, 45.21 ], [ -74.73, 45.25 ], [ -74.73, 45.29 ], [ -74.72, 45.3 ], [ -74.72, 45.32 ], [ -74.7, 45.34 ] ] ] }, "raw_probability": 0.4596, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c7df467a43d829e55ad7348aebe7a7b5daa8e74bb833d6ce08ab765a103829fa", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4596, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "89508f3e3aa7b3571c8785b399a43a12556262faa3eae5846e7e49699f9382fc" }, "receipt_sha256": "89508f3e3aa7b3571c8785b399a43a12556262faa3eae5846e7e49699f9382fc" }, { "storm_id": "187258", "lat": 39.9733, "lon": -77.37, "motion_east": 9.0, "motion_south": 1.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2035.0, "ebshear": 33.0, "srh01": 55.0, "maxllaz": 0.004, "mesh": 0.21, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 35.9153 }, { "name": "alignment", "value": -1.5343 }, { "name": "tau", "value": 3.9065 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4595 }, "coherence_score": 3.9065377712249756, "coherence_diagnostics": { "tau": 3.9065377712249756, "grad_tau": 0.2780591547489166, "torsion": 0.0, "alignment": -1.5342739820480347, "S_field": 0.8138843774795532, "Gamma_field": 0.1820589154958725, "S_over_Gamma": 4.470445156097412, "Da": 10.80683708190918, "E_coh": 0.8177977800369263, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.4, 40.01 ], [ -77.35, 40.01 ], [ -77.32, 39.98 ], [ -77.32, 39.96 ], [ -77.34, 39.92 ], [ -77.38, 39.92 ], [ -77.41, 39.95 ], [ -77.41, 40.0 ], [ -77.4, 40.01 ] ] ] }, "raw_probability": 0.4595, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "07f88d787167ca6726d28ccc3d0e5f0437dce08da4015f686aa7b45aff6095f2", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4595, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9572aa2f2b8d38a23499777b00bf9c43d980c2f968b17116ed4f5ba68ad09198" }, "receipt_sha256": "9572aa2f2b8d38a23499777b00bf9c43d980c2f968b17116ed4f5ba68ad09198" }, { "storm_id": "186717", "lat": 42.0145, "lon": -74.629, "motion_east": 4.3, "motion_south": -9.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 934.0, "ebshear": 20.0, "srh01": 99.0, "maxllaz": 0.005, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 99.0 }, { "name": "hrrr_pwat", "value": 41.4153 }, { "name": "alignment", "value": -5.6515 }, { "name": "tau", "value": 2.5117 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4591 }, "coherence_score": 2.511735677719116, "coherence_diagnostics": { "tau": 2.511735677719116, "grad_tau": 0.3114817142486572, "torsion": 0.0, "alignment": -5.651482105255127, "S_field": 0.525314211845398, "Gamma_field": 0.20705892145633698, "S_over_Gamma": 2.537027597427368, "Da": 12.473228454589844, "E_coh": 0.7523524165153503, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.59, 42.1 ], [ -74.54, 42.1 ], [ -74.53, 42.09 ], [ -74.53, 42.05 ], [ -74.54, 42.04 ], [ -74.54, 42.0 ], [ -74.55, 41.99 ], [ -74.55, 41.97 ], [ -74.59, 41.94 ], [ -74.65, 41.94 ], [ -74.69, 41.92 ], [ -74.74, 41.92 ], [ -74.76, 41.95 ], [ -74.76, 41.98 ], [ -74.75, 42.0 ], [ -74.71, 42.04 ], [ -74.69, 42.05 ], [ -74.65, 42.05 ], [ -74.63, 42.06 ], [ -74.59, 42.1 ] ] ] }, "raw_probability": 0.4591, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d2f60ae2e824402d02abc0872cdc4afc6dc39b76100d708ac0cb5593ceeb5c9b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4591, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "23413b68ddd77f17df4a68d71d2f8058970e3f014b34e39acdadf1351e1973cf" }, "receipt_sha256": "23413b68ddd77f17df4a68d71d2f8058970e3f014b34e39acdadf1351e1973cf" }, { "storm_id": "186201", "lat": 36.3861, "lon": -83.1938, "motion_east": 8.6, "motion_south": 7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 4100.0, "ebshear": 37.0, "srh01": 96.0, "maxllaz": 0.006, "mesh": 0.75, "flash_rate": 18.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": 2.9076 }, { "name": "tau", "value": 4.962 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.4544 }, "coherence_score": 4.962020397186279, "coherence_diagnostics": { "tau": 4.962020397186279, "grad_tau": 0.445119708776474, "torsion": 0.0, "alignment": 2.9075734615325928, "S_field": 1.245278239250183, "Gamma_field": 0.3670589327812195, "S_over_Gamma": 3.3925838470458984, "Da": 22.374813079833984, "E_coh": 0.8683007955551147, "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": [ [ [ -83.2, 36.48 ], [ -83.19, 36.47 ], [ -83.18, 36.47 ], [ -83.17, 36.47 ], [ -83.16, 36.46 ], [ -83.15, 36.46 ], [ -83.14, 36.47 ], [ -83.13, 36.46 ], [ -83.12, 36.45 ], [ -83.11, 36.45 ], [ -83.1, 36.45 ], [ -83.1, 36.44 ], [ -83.11, 36.44 ], [ -83.12, 36.45 ], [ -83.13, 36.44 ], [ -83.13, 36.43 ], [ -83.13, 36.42 ], [ -83.13, 36.41 ], [ -83.12, 36.4 ], [ -83.12, 36.39 ], [ -83.12, 36.38 ], [ -83.12, 36.37 ], [ -83.13, 36.36 ], [ -83.13, 36.35 ], [ -83.13, 36.34 ], [ -83.13, 36.33 ], [ -83.13, 36.32 ], [ -83.13, 36.31 ], [ -83.14, 36.3 ], [ -83.14, 36.29 ], [ -83.15, 36.28 ], [ -83.15, 36.27 ], [ -83.16, 36.26 ], [ -83.17, 36.26 ], [ -83.18, 36.26 ], [ -83.19, 36.26 ], [ -83.2, 36.26 ], [ -83.21, 36.27 ], [ -83.22, 36.28 ], [ -83.22, 36.29 ], [ -83.23, 36.3 ], [ -83.24, 36.31 ], [ -83.24, 36.32 ], [ -83.25, 36.33 ], [ -83.26, 36.34 ], [ -83.27, 36.35 ], [ -83.28, 36.36 ], [ -83.28, 36.37 ], [ -83.29, 36.38 ], [ -83.29, 36.39 ], [ -83.3, 36.4 ], [ -83.31, 36.4 ], [ -83.31, 36.41 ], [ -83.31, 36.42 ], [ -83.3, 36.42 ], [ -83.29, 36.43 ], [ -83.29, 36.44 ], [ -83.28, 36.45 ], [ -83.27, 36.45 ], [ -83.26, 36.45 ], [ -83.25, 36.46 ], [ -83.24, 36.46 ], [ -83.23, 36.47 ], [ -83.22, 36.47 ], [ -83.21, 36.47 ], [ -83.2, 36.48 ] ] ] }, "raw_probability": 0.4544, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "85d71bf7287d38bffa4a2764dc38f5556bf77827efffd0d8cd6c769b2f78848c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4544, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5ddff4b326c4159e87a697f6f85c017c8b7eee3f219cdab7b5bcbe96cdd51a90" }, "receipt_sha256": "5ddff4b326c4159e87a697f6f85c017c8b7eee3f219cdab7b5bcbe96cdd51a90" }, { "storm_id": "187243", "lat": 46.6645, "lon": -71.9673, "motion_east": 4.0, "motion_south": -8.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1288.0, "ebshear": 31.0, "srh01": 68.0, "maxllaz": 0.005, "mesh": 0.35, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 36.1653 }, { "name": "alignment", "value": -5.4571 }, { "name": "tau", "value": 1.1103 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4522 }, "coherence_score": 1.1103185415267944, "coherence_diagnostics": { "tau": 1.1103185415267944, "grad_tau": 0.32986146211624146, "torsion": 0.0, "alignment": -5.457120418548584, "S_field": 0.5913681983947754, "Gamma_field": 0.3587256073951721, "S_over_Gamma": 1.6485252380371094, "Da": 22.712499618530273, "E_coh": 0.6072566509246826, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.0, 46.7 ], [ -71.98, 46.7 ], [ -71.97, 46.69 ], [ -71.93, 46.69 ], [ -71.91, 46.67 ], [ -71.91, 46.62 ], [ -71.92, 46.61 ], [ -71.98, 46.61 ], [ -72.02, 46.65 ], [ -72.02, 46.67 ], [ -72.0, 46.7 ] ] ] }, "raw_probability": 0.4522, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a3810780548bc99a9039e5603c6da068c310669fc1b4ca8c707ec6eef61c9e75", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4522, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1158880e858ed8e734955f7921eaa5507cfcc4056fddf8d9fc31d752b03320d7" }, "receipt_sha256": "1158880e858ed8e734955f7921eaa5507cfcc4056fddf8d9fc31d752b03320d7" }, { "storm_id": "186056", "lat": 37.276, "lon": -83.0973, "motion_east": 5.3, "motion_south": 9.6, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3746.0, "ebshear": 42.0, "srh01": 84.0, "maxllaz": 0.009, "mesh": 0.67, "flash_rate": 58.0, "top_features": [ { "name": "srh01", "value": 84.0 }, { "name": "hrrr_pwat", "value": 39.9153 }, { "name": "alignment", "value": 2.0334 }, { "name": "tau", "value": 4.9312 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.4487 }, "coherence_score": 4.931214332580566, "coherence_diagnostics": { "tau": 4.931214332580566, "grad_tau": 0.5826762318611145, "torsion": 0.0, "alignment": 2.0333876609802246, "S_field": 1.5795234441757202, "Gamma_field": 0.23955892026424408, "S_over_Gamma": 6.593465328216553, "Da": 13.216951370239258, "E_coh": 0.9685370922088623, "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": [ [ [ -83.26, 37.37 ], [ -83.15, 37.37 ], [ -83.09, 37.34 ], [ -83.07, 37.34 ], [ -83.05, 37.32 ], [ -83.0, 37.32 ], [ -82.99, 37.3 ], [ -82.95, 37.27 ], [ -82.91, 37.28 ], [ -82.9, 37.29 ], [ -82.84, 37.29 ], [ -82.79, 37.25 ], [ -82.79, 37.22 ], [ -82.82, 37.19 ], [ -82.87, 37.19 ], [ -82.88, 37.2 ], [ -82.91, 37.2 ], [ -82.93, 37.21 ], [ -82.94, 37.22 ], [ -82.94, 37.24 ], [ -82.96, 37.26 ], [ -82.99, 37.26 ], [ -83.0, 37.25 ], [ -83.05, 37.25 ], [ -83.06, 37.24 ], [ -83.07, 37.25 ], [ -83.14, 37.26 ], [ -83.16, 37.28 ], [ -83.25, 37.28 ], [ -83.29, 37.23 ], [ -83.37, 37.23 ], [ -83.38, 37.24 ], [ -83.4, 37.24 ], [ -83.46, 37.29 ], [ -83.46, 37.33 ], [ -83.45, 37.34 ], [ -83.39, 37.34 ], [ -83.38, 37.35 ], [ -83.29, 37.34 ], [ -83.26, 37.37 ] ] ] }, "raw_probability": 0.4487, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e9d9ef854bf92e0a7c729fcc38df72c86c1488cb40b52f50603f4199aa78db41", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4487, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e6695faf9bd50c05ceb76a48e7f54489baf3515128653be7e4a5c90251e7b580" }, "receipt_sha256": "e6695faf9bd50c05ceb76a48e7f54489baf3515128653be7e4a5c90251e7b580" }, { "storm_id": "187277", "lat": 39.2289, "lon": -78.5833, "motion_east": 7.6, "motion_south": 3.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2071.0, "ebshear": 38.0, "srh01": 46.0, "maxllaz": 0.0, "mesh": 0.65, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 37.0403 }, { "name": "alignment", "value": -3.6153 }, { "name": "tau", "value": 4.3516 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.4385 }, "coherence_score": 4.351591110229492, "coherence_diagnostics": { "tau": 4.351591110229492, "grad_tau": 0.3725641071796417, "torsion": 0.0, "alignment": -3.6152729988098145, "S_field": 0.9258624315261841, "Gamma_field": 0.1753922551870346, "S_over_Gamma": 5.278810024261475, "Da": 10.500984191894531, "E_coh": 0.797378659248352, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.58, 39.27 ], [ -78.54, 39.27 ], [ -78.54, 39.18 ], [ -78.55, 39.17 ], [ -78.61, 39.18 ], [ -78.63, 39.2 ], [ -78.63, 39.26 ], [ -78.59, 39.26 ], [ -78.58, 39.27 ] ] ] }, "raw_probability": 0.4385, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a960f29623135d39a569d5b583f531b47478ab2fc8c463679c06cd667a355fdb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4385, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "886e26d550e77855e1e6aae8352e6f6416174d95cbaeef109e2325429d2ae863" }, "receipt_sha256": "886e26d550e77855e1e6aae8352e6f6416174d95cbaeef109e2325429d2ae863" }, { "storm_id": "187260", "lat": 37.334, "lon": -83.752, "motion_east": 5.4, "motion_south": 8.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 4021.0, "ebshear": 39.0, "srh01": 65.0, "maxllaz": 0.008, "mesh": 0.43, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 43.1653 }, { "name": "alignment", "value": 2.9393 }, { "name": "tau", "value": 4.638 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.4306 }, "coherence_score": 4.637973308563232, "coherence_diagnostics": { "tau": 4.637973308563232, "grad_tau": 0.6245614290237427, "torsion": 0.0, "alignment": 2.9393486976623535, "S_field": 1.6957817077636719, "Gamma_field": 0.23205892741680145, "S_over_Gamma": 7.3075480461120605, "Da": 12.851573944091797, "E_coh": 0.9622644186019897, "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": [ [ [ -83.78, 37.36 ], [ -83.74, 37.36 ], [ -83.72, 37.35 ], [ -83.71, 37.34 ], [ -83.71, 37.31 ], [ -83.72, 37.3 ], [ -83.78, 37.3 ], [ -83.79, 37.31 ], [ -83.79, 37.35 ], [ -83.78, 37.36 ] ] ] }, "raw_probability": 0.4306, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a9839e56cef01cba4368fef76410e0832d95ed7e3245cfb3b605ff191e146c9b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4306, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a3e694c2e5346b93e9a3e80f6531a8c9b7f11735ab417fe02f97003d9cb10329" }, "receipt_sha256": "a3e694c2e5346b93e9a3e80f6531a8c9b7f11735ab417fe02f97003d9cb10329" }, { "storm_id": "187275", "lat": 40.0256, "lon": -77.2678, "motion_east": 7.6, "motion_south": 1.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0068, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2305.0, "ebshear": 33.0, "srh01": 50.0, "maxllaz": 0.004, "mesh": 0.21, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 35.9153 }, { "name": "alignment", "value": -1.5343 }, { "name": "tau", "value": 3.9065 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4226 }, "coherence_score": 3.9065377712249756, "coherence_diagnostics": { "tau": 3.9065377712249756, "grad_tau": 0.2780591547489166, "torsion": 0.0, "alignment": -1.5342739820480347, "S_field": 0.8138843774795532, "Gamma_field": 0.1820589154958725, "S_over_Gamma": 4.470445156097412, "Da": 10.80683708190918, "E_coh": 0.8177977800369263, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.28, 40.06 ], [ -77.25, 40.06 ], [ -77.23, 40.03 ], [ -77.24, 40.0 ], [ -77.26, 39.98 ], [ -77.27, 39.98 ], [ -77.3, 40.02 ], [ -77.3, 40.04 ], [ -77.28, 40.06 ] ] ] }, "raw_probability": 0.4226, "confidence_lo": 0.0067, "confidence_hi": 0.0068, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6899855886d78b9877fd69f0327c4928f8f90efc091c4ce27634b3b85c430f85", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4226, "probability": 0.006807, "confidence_lo": 0.006698, "confidence_hi": 0.006808, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e594d9a536499e8deed8d0c5dcef4279a91e9aa9770e1ce825ac9f97fa3413b1" }, "receipt_sha256": "e594d9a536499e8deed8d0c5dcef4279a91e9aa9770e1ce825ac9f97fa3413b1" }, { "storm_id": "187091", "lat": 36.6336, "lon": -82.83, "motion_east": 6.1, "motion_south": 6.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0067, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3710.0, "ebshear": 43.0, "srh01": 105.0, "maxllaz": 0.013, "mesh": 0.79, "flash_rate": 29.0, "top_features": [ { "name": "srh01", "value": 105.0 }, { "name": "hrrr_pwat", "value": 41.0403 }, { "name": "alignment", "value": 3.9878 }, { "name": "tau", "value": 5.1881 }, { "name": "maxllaz", "value": 0.013 } ], "model_scores": { "gbt_prob": 0.4188 }, "coherence_score": 5.1881022453308105, "coherence_diagnostics": { "tau": 5.1881022453308105, "grad_tau": 0.3773041367530823, "torsion": 0.0, "alignment": 3.987809896469116, "S_field": 1.4918991327285767, "Gamma_field": 0.2495589256286621, "S_over_Gamma": 5.978143692016602, "Da": 14.531575202941895, "E_coh": 0.9367886185646057, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.88, 36.69 ], [ -82.83, 36.69 ], [ -82.78, 36.65 ], [ -82.77, 36.65 ], [ -82.75, 36.63 ], [ -82.75, 36.59 ], [ -82.79, 36.57 ], [ -82.88, 36.57 ], [ -82.91, 36.6 ], [ -82.91, 36.64 ], [ -82.88, 36.69 ] ] ] }, "raw_probability": 0.4188, "confidence_lo": 0.0053, "confidence_hi": 0.0067, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d95eb1f5cd237d147438f15bb2ea4a895ae97094d50eebdaba9765977c9c0610", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4188, "probability": 0.006713, "confidence_lo": 0.005256, "confidence_hi": 0.006723, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "400477629fa5bd70664bfb6bffcfb175de45c68f8cae761edd6ca49de508f409" }, "receipt_sha256": "400477629fa5bd70664bfb6bffcfb175de45c68f8cae761edd6ca49de508f409" }, { "storm_id": "184716", "lat": 27.25, "lon": -79.9334, "motion_east": 7.1, "motion_south": 1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3475.0, "ebshear": 10.0, "srh01": 67.0, "maxllaz": 0.004, "mesh": 0.24, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 67.0 }, { "name": "hrrr_pwat", "value": 53.6653 }, { "name": "alignment", "value": -1.3202 }, { "name": "tau", "value": 1.9176 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4067 }, "coherence_score": 1.9176051616668701, "coherence_diagnostics": { "tau": 1.9176051616668701, "grad_tau": 0.09346399456262589, "torsion": 0.0, "alignment": -1.3201501369476318, "S_field": 1.1243841648101807, "Gamma_field": 0.1795589178800583, "S_over_Gamma": 6.261923313140869, "Da": 10.504096031188965, "E_coh": 0.9261023998260498, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 8, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.99, 27.36 ], [ -79.98, 27.36 ], [ -79.97, 27.36 ], [ -79.96, 27.36 ], [ -79.95, 27.36 ], [ -79.94, 27.36 ], [ -79.93, 27.36 ], [ -79.92, 27.36 ], [ -79.91, 27.36 ], [ -79.9, 27.36 ], [ -79.89, 27.36 ], [ -79.88, 27.36 ], [ -79.87, 27.36 ], [ -79.86, 27.36 ], [ -79.85, 27.36 ], [ -79.84, 27.36 ], [ -79.84, 27.35 ], [ -79.84, 27.34 ], [ -79.83, 27.33 ], [ -79.82, 27.32 ], [ -79.82, 27.31 ], [ -79.82, 27.3 ], [ -79.82, 27.29 ], [ -79.83, 27.28 ], [ -79.84, 27.27 ], [ -79.84, 27.26 ], [ -79.84, 27.25 ], [ -79.85, 27.25 ], [ -79.86, 27.25 ], [ -79.87, 27.25 ], [ -79.88, 27.25 ], [ -79.89, 27.25 ], [ -79.9, 27.24 ], [ -79.91, 27.23 ], [ -79.91, 27.22 ], [ -79.92, 27.21 ], [ -79.92, 27.2 ], [ -79.92, 27.19 ], [ -79.92, 27.18 ], [ -79.92, 27.17 ], [ -79.92, 27.16 ], [ -79.92, 27.15 ], [ -79.92, 27.14 ], [ -79.92, 27.13 ], [ -79.92, 27.12 ], [ -79.91, 27.11 ], [ -79.91, 27.1 ], [ -79.92, 27.09 ], [ -79.93, 27.09 ], [ -79.94, 27.1 ], [ -79.95, 27.1 ], [ -79.94, 27.11 ], [ -79.93, 27.12 ], [ -79.92, 27.13 ], [ -79.93, 27.14 ], [ -79.94, 27.15 ], [ -79.95, 27.15 ], [ -79.96, 27.15 ], [ -79.97, 27.16 ], [ -79.98, 27.17 ], [ -79.99, 27.18 ], [ -80.0, 27.19 ], [ -80.01, 27.2 ], [ -80.01, 27.21 ], [ -80.02, 27.22 ], [ -80.03, 27.23 ], [ -80.04, 27.24 ], [ -80.05, 27.25 ], [ -80.05, 27.26 ], [ -80.05, 27.27 ], [ -80.05, 27.28 ], [ -80.05, 27.29 ], [ -80.05, 27.3 ], [ -80.05, 27.31 ], [ -80.04, 27.32 ], [ -80.03, 27.33 ], [ -80.02, 27.34 ], [ -80.01, 27.35 ], [ -80.0, 27.35 ], [ -79.99, 27.36 ] ] ] }, "raw_probability": 0.4067, "confidence_lo": 0.0053, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7fbb8d8225f055d903e6208d620c49ee0c79761d7bf29357dc67c613cfb3efac", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4067, "probability": 0.005692, "confidence_lo": 0.005256, "confidence_hi": 0.005694, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1ac7560fbddd14f9f7e084d20ac181f866f8aa3309d7593ebce62ebbb5267587" }, "receipt_sha256": "1ac7560fbddd14f9f7e084d20ac181f866f8aa3309d7593ebce62ebbb5267587" }, { "storm_id": "186684", "lat": 35.841, "lon": -82.907, "motion_east": 5.2, "motion_south": 3.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2889.0, "ebshear": 29.0, "srh01": 90.0, "maxllaz": 0.005, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 90.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": 2.9076 }, { "name": "tau", "value": 4.962 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.4015 }, "coherence_score": 4.962020397186279, "coherence_diagnostics": { "tau": 4.962020397186279, "grad_tau": 0.445119708776474, "torsion": 0.0, "alignment": 2.9075734615325928, "S_field": 1.245278239250183, "Gamma_field": 0.3670589327812195, "S_over_Gamma": 3.3925838470458984, "Da": 22.374813079833984, "E_coh": 0.8683007955551147, "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": [ [ [ -82.92, 35.88 ], [ -82.88, 35.88 ], [ -82.88, 35.87 ], [ -82.86, 35.85 ], [ -82.86, 35.82 ], [ -82.89, 35.8 ], [ -82.94, 35.79 ], [ -82.96, 35.8 ], [ -82.96, 35.84 ], [ -82.92, 35.88 ] ] ] }, "raw_probability": 0.4015, "confidence_lo": 0.0053, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a305e0c11cfe6199ce907bece5b8f7e0aa365b28f9113d75c4052b707169c41d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.4015, "probability": 0.005692, "confidence_lo": 0.005256, "confidence_hi": 0.005694, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e1240ff3969e2f8dc891fce8ff4177e542e9971d0f6c60236905747c322e6eb0" }, "receipt_sha256": "e1240ff3969e2f8dc891fce8ff4177e542e9971d0f6c60236905747c322e6eb0" }, { "storm_id": "186303", "lat": 41.5017, "lon": -74.6996, "motion_east": 4.1, "motion_south": -4.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0057, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1794.0, "ebshear": 21.0, "srh01": 73.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -2.6777 }, { "name": "tau", "value": 2.7906 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3937 }, "coherence_score": 2.7906057834625244, "coherence_diagnostics": { "tau": 2.7906057834625244, "grad_tau": 0.43469372391700745, "torsion": 0.0, "alignment": -2.6776559352874756, "S_field": 0.6690508127212524, "Gamma_field": 0.21372558176517487, "S_over_Gamma": 3.130419969558716, "Da": 13.750250816345215, "E_coh": 0.8591493964195251, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -74.74, 41.8 ], [ -74.71, 41.79 ], [ -74.71, 41.77 ], [ -74.73, 41.75 ], [ -74.73, 41.73 ], [ -74.74, 41.72 ], [ -74.74, 41.68 ], [ -74.72, 41.65 ], [ -74.68, 41.64 ], [ -74.67, 41.63 ], [ -74.67, 41.61 ], [ -74.66, 41.6 ], [ -74.66, 41.55 ], [ -74.65, 41.54 ], [ -74.64, 41.54 ], [ -74.62, 41.56 ], [ -74.62, 41.58 ], [ -74.59, 41.6 ], [ -74.54, 41.6 ], [ -74.53, 41.59 ], [ -74.51, 41.62 ], [ -74.51, 41.65 ], [ -74.49, 41.67 ], [ -74.49, 41.68 ], [ -74.46, 41.68 ], [ -74.45, 41.69 ], [ -74.43, 41.67 ], [ -74.42, 41.67 ], [ -74.42, 41.59 ], [ -74.43, 41.57 ], [ -74.37, 41.52 ], [ -74.37, 41.44 ], [ -74.35, 41.41 ], [ -74.35, 41.35 ], [ -74.4, 41.28 ], [ -74.4, 41.24 ], [ -74.41, 41.22 ], [ -74.43, 41.21 ], [ -74.47, 41.22 ], [ -74.52, 41.31 ], [ -74.56, 41.31 ], [ -74.57, 41.3 ], [ -74.6, 41.3 ], [ -74.61, 41.29 ], [ -74.66, 41.28 ], [ -74.67, 41.29 ], [ -74.7, 41.29 ], [ -74.75, 41.35 ], [ -74.77, 41.33 ], [ -74.77, 41.31 ], [ -74.8, 41.25 ], [ -74.83, 41.23 ], [ -74.85, 41.23 ], [ -74.86, 41.24 ], [ -74.88, 41.24 ], [ -74.89, 41.27 ], [ -74.93, 41.31 ], [ -74.95, 41.32 ], [ -74.95, 41.35 ], [ -74.98, 41.38 ], [ -75.03, 41.38 ], [ -75.06, 41.4 ], [ -75.06, 41.44 ], [ -75.05, 41.46 ], [ -75.02, 41.47 ], [ -74.99, 41.5 ], [ -74.99, 41.54 ], [ -74.98, 41.55 ], [ -74.99, 41.57 ], [ -74.99, 41.6 ], [ -74.97, 41.62 ], [ -74.95, 41.66 ], [ -74.9, 41.69 ], [ -74.85, 41.69 ], [ -74.8, 41.75 ], [ -74.8, 41.76 ], [ -74.79, 41.76 ], [ -74.74, 41.8 ] ] ] }, "raw_probability": 0.3937, "confidence_lo": 0.0053, "confidence_hi": 0.0057, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "861b75173668dd4ad7fea9bbc6439cfd326be49a530d4a44c25b62888f0a111f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3937, "probability": 0.005692, "confidence_lo": 0.005256, "confidence_hi": 0.005694, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "07f505b9c04a3031c6e12255608e2dbea37d7b528d5692a1e3a08c6eb2bca717" }, "receipt_sha256": "07f505b9c04a3031c6e12255608e2dbea37d7b528d5692a1e3a08c6eb2bca717" }, { "storm_id": "185722", "lat": 42.2667, "lon": -74.0017, "motion_east": 3.9, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0038, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1295.0, "ebshear": 21.0, "srh01": 77.0, "maxllaz": 0.012, "mesh": 0.23, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 77.0 }, { "name": "hrrr_pwat", "value": 44.1653 }, { "name": "alignment", "value": -3.2545 }, { "name": "tau", "value": 2.3824 }, { "name": "maxllaz", "value": 0.012 } ], "model_scores": { "gbt_prob": 0.3799 }, "coherence_score": 2.382405996322632, "coherence_diagnostics": { "tau": 2.382405996322632, "grad_tau": 0.10749313980340958, "torsion": 0.0, "alignment": -3.2545454502105713, "S_field": 0.4714667797088623, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 2.0995237827301025, "Da": 13.77009105682373, "E_coh": 0.7451102137565613, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.02, 42.37 ], [ -73.91, 42.37 ], [ -73.89, 42.36 ], [ -73.87, 42.34 ], [ -73.88, 42.28 ], [ -73.92, 42.26 ], [ -73.94, 42.24 ], [ -73.98, 42.24 ], [ -74.02, 42.2 ], [ -74.02, 42.18 ], [ -74.06, 42.14 ], [ -74.1, 42.14 ], [ -74.12, 42.16 ], [ -74.12, 42.21 ], [ -74.06, 42.28 ], [ -74.06, 42.31 ], [ -74.04, 42.35 ], [ -74.02, 42.37 ] ] ] }, "raw_probability": 0.3799, "confidence_lo": 0.0031, "confidence_hi": 0.0038, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a039bbb4008a8b5e41d8099811573b19e9e630921fa851719051e38541bb7fcd", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3799, "probability": 0.003847, "confidence_lo": 0.003096, "confidence_hi": 0.00385, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "33ca79b378fd9bda8726597f6dea0d8b60d1c88f4160b668a3f098e208e3331e" }, "receipt_sha256": "33ca79b378fd9bda8726597f6dea0d8b60d1c88f4160b668a3f098e208e3331e" }, { "storm_id": "186922", "lat": 45.1036, "lon": -74.7209, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0038, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1182.0, "ebshear": 23.0, "srh01": 93.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 93.0 }, { "name": "hrrr_pwat", "value": 47.0403 }, { "name": "alignment", "value": -6.0453 }, { "name": "tau", "value": 1.9623 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3778 }, "coherence_score": 1.9623239040374756, "coherence_diagnostics": { "tau": 1.9623239040374756, "grad_tau": 0.1219358965754509, "torsion": 0.0, "alignment": -6.045286655426025, "S_field": 0.5827440023422241, "Gamma_field": 0.15289226174354553, "S_over_Gamma": 3.8114683628082275, "Da": 9.654656410217285, "E_coh": 0.7317982316017151, "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": [ [ [ -74.73, 45.15 ], [ -74.69, 45.15 ], [ -74.68, 45.14 ], [ -74.68, 45.1 ], [ -74.7, 45.06 ], [ -74.72, 45.05 ], [ -74.75, 45.05 ], [ -74.76, 45.07 ], [ -74.75, 45.08 ], [ -74.74, 45.14 ], [ -74.73, 45.15 ] ] ] }, "raw_probability": 0.3778, "confidence_lo": 0.0031, "confidence_hi": 0.0038, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7ac82380c91658c29735f73eaae049e658bea96e21b7881f82b2076818b17a32", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3778, "probability": 0.003777, "confidence_lo": 0.003096, "confidence_hi": 0.003779, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "58dc8e2315347ace4cc5b786ae62b5ef34cde0ca59ad2ac36bfe9618b7f18c40" }, "receipt_sha256": "58dc8e2315347ace4cc5b786ae62b5ef34cde0ca59ad2ac36bfe9618b7f18c40" }, { "storm_id": "187008", "lat": 44.6311, "lon": -74.3989, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 919.0, "ebshear": 21.0, "srh01": 79.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 79.0 }, { "name": "hrrr_pwat", "value": 47.0403 }, { "name": "alignment", "value": -6.0453 }, { "name": "tau", "value": 1.9623 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3667 }, "coherence_score": 1.9623239040374756, "coherence_diagnostics": { "tau": 1.9623239040374756, "grad_tau": 0.1219358965754509, "torsion": 0.0, "alignment": -6.045286655426025, "S_field": 0.5827440023422241, "Gamma_field": 0.15289226174354553, "S_over_Gamma": 3.8114683628082275, "Da": 9.654656410217285, "E_coh": 0.7317982316017151, "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": [ [ [ -74.41, 44.66 ], [ -74.39, 44.65 ], [ -74.36, 44.65 ], [ -74.36, 44.61 ], [ -74.38, 44.6 ], [ -74.42, 44.6 ], [ -74.43, 44.61 ], [ -74.43, 44.64 ], [ -74.41, 44.66 ] ] ] }, "raw_probability": 0.3667, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e8e6e0f10a94bc9d927fa85d4bb9e7d1bac99efebc666ca8b5f9dc72761657d1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3667, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "33101d9eb0264b85bf811860aa274abda225aad07e7f218ac97c07002c0c55b7" }, "receipt_sha256": "33101d9eb0264b85bf811860aa274abda225aad07e7f218ac97c07002c0c55b7" }, { "storm_id": "187124", "lat": 43.2088, "lon": -73.6938, "motion_east": 2.3, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1601.0, "ebshear": 22.0, "srh01": 59.0, "maxllaz": 0.005, "mesh": 0.08, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 41.2903 }, { "name": "alignment", "value": -2.3037 }, { "name": "tau", "value": 2.1624 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3601 }, "coherence_score": 2.162428855895996, "coherence_diagnostics": { "tau": 2.162428855895996, "grad_tau": 0.13376230001449585, "torsion": 0.0, "alignment": -2.303673028945923, "S_field": 0.42138025164604187, "Gamma_field": 0.18372558057308197, "S_over_Gamma": 2.2935307025909424, "Da": 11.354512214660645, "E_coh": 0.5806879997253418, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.62, 43.31 ], [ -73.6, 43.31 ], [ -73.57, 43.28 ], [ -73.59, 43.24 ], [ -73.54, 43.2 ], [ -73.54, 43.15 ], [ -73.57, 43.12 ], [ -73.67, 43.1 ], [ -73.68, 43.11 ], [ -73.71, 43.11 ], [ -73.73, 43.13 ], [ -73.79, 43.16 ], [ -73.83, 43.16 ], [ -73.83, 43.17 ], [ -73.85, 43.19 ], [ -73.85, 43.22 ], [ -73.84, 43.23 ], [ -73.78, 43.24 ], [ -73.77, 43.25 ], [ -73.73, 43.25 ], [ -73.69, 43.23 ], [ -73.67, 43.21 ], [ -73.65, 43.23 ], [ -73.66, 43.24 ], [ -73.66, 43.28 ], [ -73.62, 43.31 ] ] ] }, "raw_probability": 0.3601, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2a1fed22ac7cb6ab65ea8e02584193e8dc811ec8f019e657aaeebaccb6429937", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3601, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b1a8a3dab7eabadb809582c6c75679f1454598dca479752a90e6181533604f8" }, "receipt_sha256": "7b1a8a3dab7eabadb809582c6c75679f1454598dca479752a90e6181533604f8" }, { "storm_id": "187083", "lat": 42.0757, "lon": -74.0114, "motion_east": 3.9, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1793.0, "ebshear": 19.0, "srh01": 60.0, "maxllaz": 0.005, "mesh": 0.26, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 44.1653 }, { "name": "alignment", "value": -3.2545 }, { "name": "tau", "value": 2.3824 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3533 }, "coherence_score": 2.382405996322632, "coherence_diagnostics": { "tau": 2.382405996322632, "grad_tau": 0.10749313980340958, "torsion": 0.0, "alignment": -3.2545454502105713, "S_field": 0.4714667797088623, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 2.0995237827301025, "Da": 13.77009105682373, "E_coh": 0.7451102137565613, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.02, 42.11 ], [ -73.98, 42.1 ], [ -73.98, 42.04 ], [ -74.0, 42.03 ], [ -74.04, 42.04 ], [ -74.04, 42.1 ], [ -74.02, 42.11 ] ] ] }, "raw_probability": 0.3533, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "72a3f251f77f457b48e637ecc841064fdefcf26dc0bbafb002c57f2a07ec772a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3533, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "07dab3d554d13057582a7f8e19655a9d438fe024dbdf0f049b4bdb85a08f01e1" }, "receipt_sha256": "07dab3d554d13057582a7f8e19655a9d438fe024dbdf0f049b4bdb85a08f01e1" }, { "storm_id": "186824", "lat": 41.541, "lon": -75.221, "motion_east": 4.1, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1419.0, "ebshear": 20.0, "srh01": 73.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 39.5403 }, { "name": "alignment", "value": -4.354 }, { "name": "tau", "value": 2.9435 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3484 }, "coherence_score": 2.9435200691223145, "coherence_diagnostics": { "tau": 2.9435200691223145, "grad_tau": 0.422393798828125, "torsion": 0.0, "alignment": -4.354006767272949, "S_field": 0.514342725276947, "Gamma_field": 0.24539226293563843, "S_over_Gamma": 2.0960021018981934, "Da": 15.107769012451172, "E_coh": 0.7558463215827942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.23, 41.57 ], [ -75.19, 41.57 ], [ -75.17, 41.56 ], [ -75.17, 41.51 ], [ -75.18, 41.5 ], [ -75.26, 41.5 ], [ -75.27, 41.51 ], [ -75.27, 41.56 ], [ -75.24, 41.56 ], [ -75.23, 41.57 ] ] ] }, "raw_probability": 0.3484, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ee09d45e692785e6e0058df691d9cae007b2aa4b95b0bf6dcbae9d049ddaf72d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3484, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5bab3a9549f9a85c61ec618f92e2630915fb2cf12ccb02c1af67b8470cdf5ef9" }, "receipt_sha256": "5bab3a9549f9a85c61ec618f92e2630915fb2cf12ccb02c1af67b8470cdf5ef9" }, { "storm_id": "186842", "lat": 37.3465, "lon": -84.0375, "motion_east": 6.6, "motion_south": 10.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 4089.0, "ebshear": 35.0, "srh01": 61.0, "maxllaz": 0.004, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 43.1653 }, { "name": "alignment", "value": 2.9393 }, { "name": "tau", "value": 4.638 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.3474 }, "coherence_score": 4.637973308563232, "coherence_diagnostics": { "tau": 4.637973308563232, "grad_tau": 0.6245614290237427, "torsion": 0.0, "alignment": 2.9393486976623535, "S_field": 1.6957817077636719, "Gamma_field": 0.23205892741680145, "S_over_Gamma": 7.3075480461120605, "Da": 12.851573944091797, "E_coh": 0.9622644186019897, "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": [ [ [ -84.01, 37.39 ], [ -83.99, 37.37 ], [ -83.98, 37.37 ], [ -83.97, 37.39 ], [ -83.95, 37.38 ], [ -83.95, 37.35 ], [ -83.96, 37.34 ], [ -83.95, 37.32 ], [ -83.97, 37.31 ], [ -84.02, 37.25 ], [ -84.1, 37.25 ], [ -84.13, 37.28 ], [ -84.15, 37.32 ], [ -84.15, 37.35 ], [ -84.13, 37.37 ], [ -84.11, 37.37 ], [ -84.1, 37.38 ], [ -84.07, 37.38 ], [ -84.05, 37.37 ], [ -84.01, 37.39 ] ] ] }, "raw_probability": 0.3474, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1d5391d2624f97b0e8af007824b7e6be211048cd04fdb6db38cd8b59af6500bc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3474, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ee830b4b63dbfa6931620b7004dcb105ef0cf14db91bb54c0d463d14055e07b" }, "receipt_sha256": "3ee830b4b63dbfa6931620b7004dcb105ef0cf14db91bb54c0d463d14055e07b" }, { "storm_id": "186977", "lat": 40.5785, "lon": -76.516, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1606.0, "ebshear": 35.0, "srh01": 42.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 41.7903 }, { "name": "alignment", "value": -4.3131 }, { "name": "tau", "value": 3.4881 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.338 }, "coherence_score": 3.4880905151367188, "coherence_diagnostics": { "tau": 3.4880905151367188, "grad_tau": 0.3368875980377197, "torsion": 0.0, "alignment": -4.313082218170166, "S_field": 0.5926984548568726, "Gamma_field": 0.1662255823612213, "S_over_Gamma": 3.565627098083496, "Da": 9.522872924804688, "E_coh": 0.7765630483627319, "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": [ [ [ -76.53, 40.69 ], [ -76.51, 40.69 ], [ -76.5, 40.68 ], [ -76.46, 40.67 ], [ -76.46, 40.61 ], [ -76.47, 40.6 ], [ -76.47, 40.58 ], [ -76.45, 40.55 ], [ -76.45, 40.5 ], [ -76.49, 40.47 ], [ -76.51, 40.47 ], [ -76.52, 40.46 ], [ -76.56, 40.46 ], [ -76.59, 40.48 ], [ -76.6, 40.51 ], [ -76.55, 40.58 ], [ -76.55, 40.6 ], [ -76.56, 40.61 ], [ -76.56, 40.67 ], [ -76.53, 40.69 ] ] ] }, "raw_probability": 0.338, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1b85aa326be1c5bdf4dc41dde5cc6051a5033d2e58ff05fc2f42232576242d2f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.338, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6fda8af8109d4d0995e0c4de01a69f0ae02342c3d6180004209b8a179820e93b" }, "receipt_sha256": "6fda8af8109d4d0995e0c4de01a69f0ae02342c3d6180004209b8a179820e93b" }, { "storm_id": "187175", "lat": 40.4227, "lon": -76.81, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1861.0, "ebshear": 32.0, "srh01": 43.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 41.7903 }, { "name": "alignment", "value": -4.3131 }, { "name": "tau", "value": 3.4881 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.338 }, "coherence_score": 3.4880905151367188, "coherence_diagnostics": { "tau": 3.4880905151367188, "grad_tau": 0.3368875980377197, "torsion": 0.0, "alignment": -4.313082218170166, "S_field": 0.5926984548568726, "Gamma_field": 0.1662255823612213, "S_over_Gamma": 3.565627098083496, "Da": 9.522872924804688, "E_coh": 0.7765630483627319, "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": [ [ [ -76.84, 40.48 ], [ -76.83, 40.47 ], [ -76.79, 40.46 ], [ -76.76, 40.43 ], [ -76.75, 40.4 ], [ -76.77, 40.37 ], [ -76.79, 40.36 ], [ -76.82, 40.36 ], [ -76.86, 40.4 ], [ -76.86, 40.44 ], [ -76.84, 40.48 ] ] ] }, "raw_probability": 0.338, "confidence_lo": 0.0031, "confidence_hi": 0.0032, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1b85aa326be1c5bdf4dc41dde5cc6051a5033d2e58ff05fc2f42232576242d2f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.338, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6fda8af8109d4d0995e0c4de01a69f0ae02342c3d6180004209b8a179820e93b" }, "receipt_sha256": "6fda8af8109d4d0995e0c4de01a69f0ae02342c3d6180004209b8a179820e93b" }, { "storm_id": "187200", "lat": 38.796, "lon": -80.218, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2291.0, "ebshear": 39.0, "srh01": 62.0, "maxllaz": 0.003, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 31.5403 }, { "name": "alignment", "value": 2.7425 }, { "name": "tau", "value": 4.3996 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3345 }, "coherence_score": 4.399648666381836, "coherence_diagnostics": { "tau": 4.399648666381836, "grad_tau": 0.6488689184188843, "torsion": 0.0, "alignment": 2.7425074577331543, "S_field": 0.8893502950668335, "Gamma_field": 0.19955891370773315, "S_over_Gamma": 4.45658016204834, "Da": 11.337779998779297, "E_coh": 0.8574407696723938, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.27, 38.83 ], [ -80.25, 38.82 ], [ -80.23, 38.83 ], [ -80.18, 38.83 ], [ -80.15, 38.79 ], [ -80.16, 38.78 ], [ -80.16, 38.76 ], [ -80.18, 38.76 ], [ -80.19, 38.75 ], [ -80.23, 38.76 ], [ -80.23, 38.79 ], [ -80.24, 38.8 ], [ -80.26, 38.8 ], [ -80.27, 38.81 ], [ -80.27, 38.83 ] ] ] }, "raw_probability": 0.3345, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "efa1ca9a9dfe31c546956953ab4446804f1ea977a269cacbc90b302d75dc6108", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3345, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ee6dabcf4701cf7a4be4499bc37b9080344ac16000abb8127a58d36d1a87fba2" }, "receipt_sha256": "ee6dabcf4701cf7a4be4499bc37b9080344ac16000abb8127a58d36d1a87fba2" }, { "storm_id": "186797", "lat": 39.506, "lon": -79.7093, "motion_east": 7.7, "motion_south": 4.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1989.0, "ebshear": 33.0, "srh01": 60.0, "maxllaz": 0.003, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 35.2903 }, { "name": "alignment", "value": 3.5762 }, { "name": "tau", "value": 3.9349 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3251 }, "coherence_score": 3.934859037399292, "coherence_diagnostics": { "tau": 3.934859037399292, "grad_tau": 0.5108470916748047, "torsion": 0.0, "alignment": 3.576204538345337, "S_field": 0.6862242817878723, "Gamma_field": 0.18539226055145264, "S_over_Gamma": 3.701472043991089, "Da": 10.765971183776855, "E_coh": 0.8477713465690613, "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": [ [ [ -79.72, 39.56 ], [ -79.62, 39.56 ], [ -79.61, 39.55 ], [ -79.61, 39.52 ], [ -79.62, 39.5 ], [ -79.64, 39.5 ], [ -79.67, 39.47 ], [ -79.71, 39.46 ], [ -79.75, 39.43 ], [ -79.82, 39.43 ], [ -79.82, 39.47 ], [ -79.83, 39.49 ], [ -79.77, 39.54 ], [ -79.73, 39.55 ], [ -79.72, 39.56 ] ] ] }, "raw_probability": 0.3251, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9e0c2f7f209a9a3c38d10ce6c0f738f8dd7e268f8e0fa1b3900b8360976263b7", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3251, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a352b882a48ce28e401b29d5049f4a86b68f40fbe2aab73be5c4ee2a470112f" }, "receipt_sha256": "1a352b882a48ce28e401b29d5049f4a86b68f40fbe2aab73be5c4ee2a470112f" }, { "storm_id": "186956", "lat": 41.4969, "lon": -75.7277, "motion_east": 6.8, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1038.0, "ebshear": 12.0, "srh01": 35.0, "maxllaz": 0.006, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 39.5403 }, { "name": "alignment", "value": -4.354 }, { "name": "tau", "value": 2.9435 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.3198 }, "coherence_score": 2.9435200691223145, "coherence_diagnostics": { "tau": 2.9435200691223145, "grad_tau": 0.422393798828125, "torsion": 0.0, "alignment": -4.354006767272949, "S_field": 0.514342725276947, "Gamma_field": 0.24539226293563843, "S_over_Gamma": 2.0960021018981934, "Da": 15.107769012451172, "E_coh": 0.7558463215827942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.73, 41.57 ], [ -75.68, 41.57 ], [ -75.65, 41.53 ], [ -75.65, 41.5 ], [ -75.67, 41.46 ], [ -75.71, 41.42 ], [ -75.73, 41.41 ], [ -75.79, 41.41 ], [ -75.81, 41.43 ], [ -75.81, 41.48 ], [ -75.75, 41.55 ], [ -75.75, 41.56 ], [ -75.73, 41.57 ] ] ] }, "raw_probability": 0.3198, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6b2a322eff504f3424f04a348532ce5165dc065f8a79033e0c12ca33b0c5d1d6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3198, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3e017050439db8b5b9c986502a1a7a712019549cfe6e33da54c6cfdbd83f03ad" }, "receipt_sha256": "3e017050439db8b5b9c986502a1a7a712019549cfe6e33da54c6cfdbd83f03ad" }, { "storm_id": "187214", "lat": 41.8032, "lon": -73.995, "motion_east": 4.0, "motion_south": -8.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2054.0, "ebshear": 18.0, "srh01": 60.0, "maxllaz": 0.005, "mesh": 0.26, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 44.1653 }, { "name": "alignment", "value": -3.2545 }, { "name": "tau", "value": 2.3824 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.3101 }, "coherence_score": 2.382405996322632, "coherence_diagnostics": { "tau": 2.382405996322632, "grad_tau": 0.10749313980340958, "torsion": 0.0, "alignment": -3.2545454502105713, "S_field": 0.4714667797088623, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 2.0995237827301025, "Da": 13.77009105682373, "E_coh": 0.7451102137565613, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.04, 41.95 ], [ -74.02, 41.95 ], [ -73.98, 41.91 ], [ -73.97, 41.87 ], [ -73.94, 41.82 ], [ -73.95, 41.81 ], [ -73.94, 41.8 ], [ -73.93, 41.75 ], [ -73.9, 41.71 ], [ -73.91, 41.67 ], [ -73.92, 41.66 ], [ -73.96, 41.65 ], [ -73.97, 41.66 ], [ -73.97, 41.68 ], [ -74.0, 41.72 ], [ -74.0, 41.75 ], [ -74.09, 41.83 ], [ -74.09, 41.85 ], [ -74.1, 41.86 ], [ -74.09, 41.9 ], [ -74.08, 41.92 ], [ -74.04, 41.95 ] ] ] }, "raw_probability": 0.3101, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "47609a618a1052cfc0793a91d13ecb8557f215f80ad68772901a879b041ea7df", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.3101, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c1bc7a48ddda54e68caf72ed6c08088cad06c74268963bbb296c9f81914994b6" }, "receipt_sha256": "c1bc7a48ddda54e68caf72ed6c08088cad06c74268963bbb296c9f81914994b6" }, { "storm_id": "187217", "lat": 40.9362, "lon": -75.9154, "motion_east": 5.2, "motion_south": 1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1381.0, "ebshear": 23.0, "srh01": 49.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 39.5403 }, { "name": "alignment", "value": -4.354 }, { "name": "tau", "value": 2.9435 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2988 }, "coherence_score": 2.9435200691223145, "coherence_diagnostics": { "tau": 2.9435200691223145, "grad_tau": 0.422393798828125, "torsion": 0.0, "alignment": -4.354006767272949, "S_field": 0.514342725276947, "Gamma_field": 0.24539226293563843, "S_over_Gamma": 2.0960021018981934, "Da": 15.107769012451172, "E_coh": 0.7558463215827942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.91, 40.98 ], [ -75.89, 40.98 ], [ -75.88, 40.97 ], [ -75.88, 40.94 ], [ -75.84, 40.91 ], [ -75.88, 40.91 ], [ -75.92, 40.89 ], [ -75.95, 40.89 ], [ -75.95, 40.9 ], [ -75.97, 40.92 ], [ -75.97, 40.94 ], [ -75.95, 40.96 ], [ -75.91, 40.98 ] ] ] }, "raw_probability": 0.2988, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "06b2db58ed94cd9a19637f9c6462d7fbefa5e5c9082c2d227e13f225472d5375", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2988, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5011ce3e691c784df8d41a1455b1387794cb9e666c725cc9fcecc4881ec2df70" }, "receipt_sha256": "5011ce3e691c784df8d41a1455b1387794cb9e666c725cc9fcecc4881ec2df70" }, { "storm_id": "187256", "lat": 40.8578, "lon": -75.7511, "motion_east": 4.8, "motion_south": 1.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1441.0, "ebshear": 22.0, "srh01": 62.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 39.5403 }, { "name": "alignment", "value": -4.354 }, { "name": "tau", "value": 2.9435 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2956 }, "coherence_score": 2.9435200691223145, "coherence_diagnostics": { "tau": 2.9435200691223145, "grad_tau": 0.422393798828125, "torsion": 0.0, "alignment": -4.354006767272949, "S_field": 0.514342725276947, "Gamma_field": 0.24539226293563843, "S_over_Gamma": 2.0960021018981934, "Da": 15.107769012451172, "E_coh": 0.7558463215827942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.79, 40.89 ], [ -75.72, 40.89 ], [ -75.71, 40.88 ], [ -75.71, 40.83 ], [ -75.72, 40.82 ], [ -75.75, 40.82 ], [ -75.78, 40.85 ], [ -75.79, 40.85 ], [ -75.79, 40.89 ] ] ] }, "raw_probability": 0.2956, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7083a5dd73f697901c488d004d17732b5ea4376f894e158a20e6d439e5216bcb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2956, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "282a94b6548c7c734ff38544fe8112ef5649b9b480335e2fddcf9c2b06c34178" }, "receipt_sha256": "282a94b6548c7c734ff38544fe8112ef5649b9b480335e2fddcf9c2b06c34178" }, { "storm_id": "187080", "lat": 43.5863, "lon": -72.483, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1054.0, "ebshear": 23.0, "srh01": 35.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 47.9153 }, { "name": "alignment", "value": -3.4107 }, { "name": "tau", "value": 2.2357 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2951 }, "coherence_score": 2.2356648445129395, "coherence_diagnostics": { "tau": 2.2356648445129395, "grad_tau": 0.17610900104045868, "torsion": 0.0, "alignment": -3.4107017517089844, "S_field": 1.0010631084442139, "Gamma_field": 0.2353922575712204, "S_over_Gamma": 4.252744197845459, "Da": 13.761877059936523, "E_coh": 0.8380662202835083, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.41, 43.69 ], [ -72.35, 43.69 ], [ -72.34, 43.68 ], [ -72.34, 43.63 ], [ -72.37, 43.63 ], [ -72.38, 43.62 ], [ -72.4, 43.62 ], [ -72.42, 43.6 ], [ -72.45, 43.6 ], [ -72.49, 43.56 ], [ -72.49, 43.54 ], [ -72.5, 43.53 ], [ -72.53, 43.53 ], [ -72.55, 43.52 ], [ -72.57, 43.49 ], [ -72.59, 43.48 ], [ -72.62, 43.48 ], [ -72.62, 43.5 ], [ -72.59, 43.5 ], [ -72.58, 43.51 ], [ -72.58, 43.53 ], [ -72.55, 43.57 ], [ -72.55, 43.58 ], [ -72.53, 43.59 ], [ -72.49, 43.59 ], [ -72.47, 43.62 ], [ -72.46, 43.66 ], [ -72.44, 43.68 ], [ -72.42, 43.68 ], [ -72.41, 43.69 ] ] ] }, "raw_probability": 0.2951, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4cf581ab9804af54145fe4c12f5f2d94dd99ae4be6f83916557bea21f7f8f85c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2951, "probability": 0.003196, "confidence_lo": 0.003096, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94870f309a76147c72c712c39575455b2e9ef17d5580d7871339d5a51b2e68b9" }, "receipt_sha256": "94870f309a76147c72c712c39575455b2e9ef17d5580d7871339d5a51b2e68b9" }, { "storm_id": "186274", "lat": 41.31, "lon": -75.8771, "motion_east": 6.6, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0032, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1261.0, "ebshear": 14.0, "srh01": 46.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 39.5403 }, { "name": "alignment", "value": -4.354 }, { "name": "tau", "value": 2.9435 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2946 }, "coherence_score": 2.9435200691223145, "coherence_diagnostics": { "tau": 2.9435200691223145, "grad_tau": 0.422393798828125, "torsion": 0.0, "alignment": -4.354006767272949, "S_field": 0.514342725276947, "Gamma_field": 0.24539226293563843, "S_over_Gamma": 2.0960021018981934, "Da": 15.107769012451172, "E_coh": 0.7558463215827942, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -75.85, 41.38 ], [ -75.83, 41.38 ], [ -75.8, 41.36 ], [ -75.8, 41.31 ], [ -75.84, 41.28 ], [ -75.87, 41.22 ], [ -75.89, 41.2 ], [ -75.94, 41.2 ], [ -75.98, 41.24 ], [ -75.97, 41.3 ], [ -75.92, 41.35 ], [ -75.88, 41.37 ], [ -75.86, 41.37 ], [ -75.85, 41.38 ] ] ] }, "raw_probability": 0.2946, "confidence_lo": 0.0024, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "0496eba4faa9f79d0a65665abb0f39eb226d025fc9cb7b9cdf3228cd9f5e3124", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2946, "probability": 0.003193, "confidence_lo": 0.002392, "confidence_hi": 0.003196, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fd556ee601758937af6944d637fed1657a8a7045c50ca9164070b80ca01d0aaf" }, "receipt_sha256": "fd556ee601758937af6944d637fed1657a8a7045c50ca9164070b80ca01d0aaf" }, { "storm_id": "186610", "lat": 40.6211, "lon": -74.3356, "motion_east": 4.1, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2132.0, "ebshear": 28.0, "srh01": 116.0, "maxllaz": 0.004, "mesh": 0.37, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 116.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": -3.2648 }, { "name": "tau", "value": 3.1968 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.2827 }, "coherence_score": 3.1968495845794678, "coherence_diagnostics": { "tau": 3.1968495845794678, "grad_tau": 0.4162684381008148, "torsion": 0.0, "alignment": -3.2647640705108643, "S_field": 1.144453763961792, "Gamma_field": 0.19705891609191895, "S_over_Gamma": 5.80767297744751, "Da": 12.8856201171875, "E_coh": 0.9270145893096924, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.35, 40.66 ], [ -74.32, 40.66 ], [ -74.29, 40.64 ], [ -74.29, 40.6 ], [ -74.31, 40.58 ], [ -74.36, 40.58 ], [ -74.37, 40.59 ], [ -74.38, 40.62 ], [ -74.35, 40.66 ] ] ] }, "raw_probability": 0.2827, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "801d5812e2d9cb8f5b8835d4953b12ccc1d7eb39dbf2d8611a3946ee870935f8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2827, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1cfaa817e5d267d47eca9418b4478599929783e8a42e8cf2b182b455145f1aaa" }, "receipt_sha256": "1cfaa817e5d267d47eca9418b4478599929783e8a42e8cf2b182b455145f1aaa" }, { "storm_id": "186894", "lat": 41.69, "lon": -75.1925, "motion_east": 4.1, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1463.0, "ebshear": 20.0, "srh01": 68.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 37.9153 }, { "name": "alignment", "value": -3.2915 }, { "name": "tau", "value": 2.6055 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2807 }, "coherence_score": 2.605503559112549, "coherence_diagnostics": { "tau": 2.605503559112549, "grad_tau": 0.36990031599998474, "torsion": 0.0, "alignment": -3.291452407836914, "S_field": 0.3582242727279663, "Gamma_field": 0.1703922599554062, "S_over_Gamma": 2.1023507118225098, "Da": 10.205456733703613, "E_coh": 0.5960440635681152, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.21, 41.72 ], [ -75.17, 41.72 ], [ -75.15, 41.71 ], [ -75.15, 41.65 ], [ -75.19, 41.64 ], [ -75.23, 41.66 ], [ -75.23, 41.7 ], [ -75.21, 41.72 ] ] ] }, "raw_probability": 0.2807, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9e642027d1daa47c9e749b314094212f0dbbadf7173729c971ffe2fa67813eaf", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2807, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e000dbb5faa0bf2afca5ba629b02035444da503348bd920ed3f19d5d8b88824e" }, "receipt_sha256": "e000dbb5faa0bf2afca5ba629b02035444da503348bd920ed3f19d5d8b88824e" }, { "storm_id": "187193", "lat": 42.2129, "lon": -73.6682, "motion_east": 1.2, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1788.0, "ebshear": 15.0, "srh01": 58.0, "maxllaz": 0.008, "mesh": 0.16, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 44.1653 }, { "name": "alignment", "value": -3.2545 }, { "name": "tau", "value": 2.3824 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.2794 }, "coherence_score": 2.382405996322632, "coherence_diagnostics": { "tau": 2.382405996322632, "grad_tau": 0.10749313980340958, "torsion": 0.0, "alignment": -3.2545454502105713, "S_field": 0.4714667797088623, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 2.0995237827301025, "Da": 13.77009105682373, "E_coh": 0.7451102137565613, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.61, 42.28 ], [ -73.59, 42.28 ], [ -73.55, 42.26 ], [ -73.55, 42.21 ], [ -73.56, 42.2 ], [ -73.64, 42.16 ], [ -73.68, 42.16 ], [ -73.74, 42.13 ], [ -73.78, 42.13 ], [ -73.79, 42.14 ], [ -73.79, 42.18 ], [ -73.78, 42.2 ], [ -73.73, 42.21 ], [ -73.68, 42.26 ], [ -73.66, 42.27 ], [ -73.62, 42.27 ], [ -73.61, 42.28 ] ] ] }, "raw_probability": 0.2794, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "661320a1dd7255802a1dc894f941ecc21a7b9269fd447c645d3a00f06c18f94c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2794, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e12554a4416b6cd31347060c1610fb3a7bd50299101256b56fd0ec7de745c191" }, "receipt_sha256": "e12554a4416b6cd31347060c1610fb3a7bd50299101256b56fd0ec7de745c191" }, { "storm_id": "187176", "lat": 40.1658, "lon": -77.0583, "motion_east": 5.0, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2195.0, "ebshear": 30.0, "srh01": 62.0, "maxllaz": 0.007, "mesh": 0.41, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 41.7903 }, { "name": "alignment", "value": -4.3131 }, { "name": "tau", "value": 3.4881 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.2784 }, "coherence_score": 3.4880905151367188, "coherence_diagnostics": { "tau": 3.4880905151367188, "grad_tau": 0.3368875980377197, "torsion": 0.0, "alignment": -4.313082218170166, "S_field": 0.5926984548568726, "Gamma_field": 0.1662255823612213, "S_over_Gamma": 3.565627098083496, "Da": 9.522872924804688, "E_coh": 0.7765630483627319, "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": [ [ [ -77.09, 40.2 ], [ -77.04, 40.2 ], [ -77.02, 40.19 ], [ -77.01, 40.18 ], [ -77.01, 40.14 ], [ -77.02, 40.13 ], [ -77.06, 40.13 ], [ -77.07, 40.14 ], [ -77.09, 40.14 ], [ -77.1, 40.15 ], [ -77.1, 40.19 ], [ -77.09, 40.2 ] ] ] }, "raw_probability": 0.2784, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9cc34a4398c895cbfe63315072eb4179677f774981671edefea454c70a138809", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2784, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48520e4e1395a237d2d478726d7ad5915974138dfd8a8ee4a92c25a5d311a265" }, "receipt_sha256": "48520e4e1395a237d2d478726d7ad5915974138dfd8a8ee4a92c25a5d311a265" }, { "storm_id": "187059", "lat": 40.6711, "lon": -74.5267, "motion_east": 3.4, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1949.0, "ebshear": 24.0, "srh01": 109.0, "maxllaz": 0.005, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 109.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": -3.2648 }, { "name": "tau", "value": 3.1968 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2753 }, "coherence_score": 3.1968495845794678, "coherence_diagnostics": { "tau": 3.1968495845794678, "grad_tau": 0.4162684381008148, "torsion": 0.0, "alignment": -3.2647640705108643, "S_field": 1.144453763961792, "Gamma_field": 0.19705891609191895, "S_over_Gamma": 5.80767297744751, "Da": 12.8856201171875, "E_coh": 0.9270145893096924, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.54, 40.7 ], [ -74.51, 40.7 ], [ -74.49, 40.68 ], [ -74.49, 40.65 ], [ -74.5, 40.64 ], [ -74.55, 40.64 ], [ -74.56, 40.65 ], [ -74.56, 40.68 ], [ -74.54, 40.7 ] ] ] }, "raw_probability": 0.2753, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a2c056bd57f913236d8a24353ac9112b1b959c302eb64c867b7c70f490f41b3a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2753, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d6f4dee114ef0ea00775c6b2f1df39160f913cbf3d70e5c4055ead9916612816" }, "receipt_sha256": "d6f4dee114ef0ea00775c6b2f1df39160f913cbf3d70e5c4055ead9916612816" }, { "storm_id": "186482", "lat": 42.5107, "lon": -71.4327, "motion_east": 4.8, "motion_south": 0.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1424.0, "ebshear": 20.0, "srh01": 50.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 43.6653 }, { "name": "alignment", "value": -4.2235 }, { "name": "tau", "value": 2.1627 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.275 }, "coherence_score": 2.1626689434051514, "coherence_diagnostics": { "tau": 2.1626689434051514, "grad_tau": 0.3162350654602051, "torsion": 0.0, "alignment": -4.22352933883667, "S_field": 0.9157441854476929, "Gamma_field": 0.1912255883216858, "S_over_Gamma": 4.788815975189209, "Da": 11.837930679321289, "E_coh": 0.7896879315376282, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.42, 42.57 ], [ -71.4, 42.57 ], [ -71.38, 42.54 ], [ -71.38, 42.52 ], [ -71.4, 42.5 ], [ -71.41, 42.47 ], [ -71.42, 42.46 ], [ -71.45, 42.46 ], [ -71.46, 42.45 ], [ -71.47, 42.46 ], [ -71.49, 42.46 ], [ -71.49, 42.53 ], [ -71.46, 42.55 ], [ -71.44, 42.55 ], [ -71.42, 42.57 ] ] ] }, "raw_probability": 0.275, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6818fb18b9b90d0e2d01a2fae5e2edd81665dfbd1efb286dc7d7a9aa4ef817ba", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.275, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "13b2e37288022498da3d22521d54b4c17f7ec29edcab4690888004e215625f22" }, "receipt_sha256": "13b2e37288022498da3d22521d54b4c17f7ec29edcab4690888004e215625f22" }, { "storm_id": "185797", "lat": 42.2456, "lon": -72.6022, "motion_east": 4.9, "motion_south": 1.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1662.0, "ebshear": 22.0, "srh01": 108.0, "maxllaz": 0.003, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 43.4153 }, { "name": "alignment", "value": -1.4853 }, { "name": "tau", "value": 2.3681 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2626 }, "coherence_score": 2.3681039810180664, "coherence_diagnostics": { "tau": 2.3681039810180664, "grad_tau": 0.11467260122299194, "torsion": 0.0, "alignment": -1.485323429107666, "S_field": 0.8700015544891357, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 3.8742685317993164, "Da": 14.36350154876709, "E_coh": 0.8345572352409363, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -72.62, 42.29 ], [ -72.6, 42.29 ], [ -72.55, 42.26 ], [ -72.55, 42.21 ], [ -72.57, 42.19 ], [ -72.61, 42.19 ], [ -72.65, 42.22 ], [ -72.65, 42.27 ], [ -72.62, 42.29 ] ] ] }, "raw_probability": 0.2626, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "029146a7d0ff3187b5b6456677d66c8ae0c4bd9d2ec5c70a255f82ff5d3f34d7", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2626, "probability": 0.002404, "confidence_lo": 0.002221, "confidence_hi": 0.002404, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "32c5f9cab788fe9ba3c156fdddaec775c445e99913fa56d4a89c5c7e98330aa7" }, "receipt_sha256": "32c5f9cab788fe9ba3c156fdddaec775c445e99913fa56d4a89c5c7e98330aa7" }, { "storm_id": "187276", "lat": 39.4562, "lon": -78.2338, "motion_east": 7.8, "motion_south": 3.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0024, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1954.0, "ebshear": 37.0, "srh01": 54.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 35.5403 }, { "name": "alignment", "value": 1.9496 }, { "name": "tau", "value": 3.9629 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2592 }, "coherence_score": 3.962933301925659, "coherence_diagnostics": { "tau": 3.962933301925659, "grad_tau": 0.38113707304000854, "torsion": 0.0, "alignment": 1.9495949745178223, "S_field": 0.6487818360328674, "Gamma_field": 0.1678922474384308, "S_over_Gamma": 3.8642752170562744, "Da": 9.808436393737793, "E_coh": 0.7920238375663757, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.26, 39.49 ], [ -78.22, 39.49 ], [ -78.2, 39.48 ], [ -78.2, 39.43 ], [ -78.22, 39.42 ], [ -78.25, 39.42 ], [ -78.26, 39.43 ], [ -78.26, 39.49 ] ] ] }, "raw_probability": 0.2592, "confidence_lo": 0.0022, "confidence_hi": 0.0024, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "99a1aed1f74e263a52bcc4d37bbac4905f88cd5225abbbaba22388f6c8b35afa", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2592, "probability": 0.002391, "confidence_lo": 0.002221, "confidence_hi": 0.002391, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3965ef9b62ed7b9095f534dd3646a04f989ab3bdfaee92ef01a1be4bfd6d3d35" }, "receipt_sha256": "3965ef9b62ed7b9095f534dd3646a04f989ab3bdfaee92ef01a1be4bfd6d3d35" }, { "storm_id": "186921", "lat": 46.54, "lon": -71.816, "motion_east": 3.9, "motion_south": -8.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1848.0, "ebshear": 28.0, "srh01": 97.0, "maxllaz": 0.007, "mesh": 0.34, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 97.0 }, { "name": "hrrr_pwat", "value": 32.7903 }, { "name": "alignment", "value": 0.5358 }, { "name": "tau", "value": 1.2719 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.2504 }, "coherence_score": 1.2719346284866333, "coherence_diagnostics": { "tau": 1.2719346284866333, "grad_tau": 0.37257120013237, "torsion": 0.0, "alignment": 0.535788357257843, "S_field": 0.3689584732055664, "Gamma_field": 0.29205894470214844, "S_over_Gamma": 1.2633013725280762, "Da": 18.617019653320312, "E_coh": 0.8452884554862976, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.85, 46.58 ], [ -71.79, 46.58 ], [ -71.79, 46.57 ], [ -71.77, 46.55 ], [ -71.77, 46.5 ], [ -71.79, 46.48 ], [ -71.83, 46.48 ], [ -71.86, 46.51 ], [ -71.86, 46.57 ], [ -71.85, 46.58 ] ] ] }, "raw_probability": 0.2504, "confidence_lo": 0.0022, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7ba7649dfe627ee211758e2a2dcf75f9bd5834df6f9c194eaeaf9653ea65d40a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2504, "probability": 0.002326, "confidence_lo": 0.002221, "confidence_hi": 0.002327, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ffeff7e33f7836775eca69c9f0da2d12b01becc25242065c824f44f161841b3b" }, "receipt_sha256": "ffeff7e33f7836775eca69c9f0da2d12b01becc25242065c824f44f161841b3b" }, { "storm_id": "187208", "lat": 30.4583, "lon": -86.6183, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3729.0, "ebshear": 27.0, "srh01": 75.0, "maxllaz": 0.001, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 75.0 }, { "name": "hrrr_pwat", "value": 44.4153 }, { "name": "alignment", "value": 0.7861 }, { "name": "tau", "value": 3.1757 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.2372 }, "coherence_score": 3.1756601333618164, "coherence_diagnostics": { "tau": 3.1756601333618164, "grad_tau": 0.4297558665275574, "torsion": 0.0, "alignment": 0.7860907316207886, "S_field": 0.7137978672981262, "Gamma_field": 0.2953922748565674, "S_over_Gamma": 2.416440486907959, "Da": 18.74203109741211, "E_coh": 0.950887143611908, "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": [ [ [ -86.6, 30.5 ], [ -86.6, 30.46 ], [ -86.62, 30.45 ], [ -86.62, 30.44 ], [ -86.6, 30.43 ], [ -86.6, 30.42 ], [ -86.63, 30.41 ], [ -86.65, 30.43 ], [ -86.65, 30.48 ], [ -86.64, 30.49 ], [ -86.61, 30.49 ], [ -86.6, 30.5 ] ] ] }, "raw_probability": 0.2372, "confidence_lo": 0.0022, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e66ec7f1969ca989b497927dfaae9e6454e9db438d9219d6e5046f32d38cf34d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2372, "probability": 0.002326, "confidence_lo": 0.002221, "confidence_hi": 0.002327, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d85ed98412e5653a67e674397ca5f80b644271cbf2940485955845f67540a5e5" }, "receipt_sha256": "d85ed98412e5653a67e674397ca5f80b644271cbf2940485955845f67540a5e5" }, { "storm_id": "187106", "lat": 39.6381, "lon": -79.3688, "motion_east": 5.3, "motion_south": 2.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1846.0, "ebshear": 27.0, "srh01": 61.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 61.0 }, { "name": "hrrr_pwat", "value": 35.2903 }, { "name": "alignment", "value": 3.5762 }, { "name": "tau", "value": 3.9349 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2346 }, "coherence_score": 3.934859037399292, "coherence_diagnostics": { "tau": 3.934859037399292, "grad_tau": 0.5108470916748047, "torsion": 0.0, "alignment": 3.576204538345337, "S_field": 0.6862242817878723, "Gamma_field": 0.18539226055145264, "S_over_Gamma": 3.701472043991089, "Da": 10.765971183776855, "E_coh": 0.8477713465690613, "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": [ [ [ -79.32, 39.69 ], [ -79.28, 39.68 ], [ -79.28, 39.62 ], [ -79.3, 39.6 ], [ -79.34, 39.59 ], [ -79.35, 39.58 ], [ -79.42, 39.58 ], [ -79.43, 39.59 ], [ -79.45, 39.59 ], [ -79.45, 39.66 ], [ -79.44, 39.67 ], [ -79.4, 39.67 ], [ -79.39, 39.66 ], [ -79.38, 39.67 ], [ -79.35, 39.67 ], [ -79.32, 39.69 ] ] ] }, "raw_probability": 0.2346, "confidence_lo": 0.0022, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f543b037a56f186aa2825351329fe55b1048b84ea9a7c743ce62d72c5b742b40", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2346, "probability": 0.002326, "confidence_lo": 0.002221, "confidence_hi": 0.002327, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "86904f26a752f60a0528953896f4a5291e673f45b6097a779189a8c193c6e5a2" }, "receipt_sha256": "86904f26a752f60a0528953896f4a5291e673f45b6097a779189a8c193c6e5a2" }, { "storm_id": "186914", "lat": 48.1118, "lon": -71.0568, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0023, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1426.0, "ebshear": 28.0, "srh01": 68.0, "maxllaz": 0.005, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 68.0 }, { "name": "hrrr_pwat", "value": 40.1653 }, { "name": "alignment", "value": -7.5347 }, { "name": "tau", "value": 0.4039 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2294 }, "coherence_score": 0.403859406709671, "coherence_diagnostics": { "tau": 0.403859406709671, "grad_tau": 0.36509576439857483, "torsion": 0.0, "alignment": -7.534663677215576, "S_field": 0.24994930624961853, "Gamma_field": 0.15372559428215027, "S_over_Gamma": 1.6259446144104004, "Da": 9.486946105957031, "E_coh": 0.6657016277313232, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.04, 48.26 ], [ -71.01, 48.26 ], [ -70.98, 48.23 ], [ -70.98, 48.11 ], [ -71.0, 48.09 ], [ -70.99, 48.04 ], [ -71.05, 47.97 ], [ -71.07, 47.97 ], [ -71.08, 47.96 ], [ -71.15, 47.96 ], [ -71.16, 48.02 ], [ -71.12, 48.04 ], [ -71.08, 48.04 ], [ -71.05, 48.07 ], [ -71.05, 48.09 ], [ -71.06, 48.1 ], [ -71.06, 48.14 ], [ -71.08, 48.18 ], [ -71.07, 48.19 ], [ -71.07, 48.23 ], [ -71.06, 48.25 ], [ -71.04, 48.26 ] ] ] }, "raw_probability": 0.2294, "confidence_lo": 0.0019, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "57788ff68cee6306dbb9cfef6d05901c01e1d86ba568fac550efcf2ab3be1619", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2294, "probability": 0.002326, "confidence_lo": 0.001906, "confidence_hi": 0.002327, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4261cb2722a635e51c4e718069e69ddd2b0f24a9bee8577836eecd5eba1de756" }, "receipt_sha256": "4261cb2722a635e51c4e718069e69ddd2b0f24a9bee8577836eecd5eba1de756" }, { "storm_id": "186812", "lat": 47.0958, "lon": -73.4058, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 948.0, "ebshear": 18.0, "srh01": 49.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 37.1653 }, { "name": "alignment", "value": -4.9065 }, { "name": "tau", "value": 1.3261 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2113 }, "coherence_score": 1.326062798500061, "coherence_diagnostics": { "tau": 1.326062798500061, "grad_tau": 0.3484630584716797, "torsion": 0.0, "alignment": -4.906520366668701, "S_field": 0.37707260251045227, "Gamma_field": 0.18955892324447632, "S_over_Gamma": 1.9892104864120483, "Da": 11.912190437316895, "E_coh": 0.6461939215660095, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -73.43, 47.16 ], [ -73.38, 47.16 ], [ -73.36, 47.14 ], [ -73.35, 47.08 ], [ -73.37, 47.04 ], [ -73.4, 47.04 ], [ -73.41, 47.03 ], [ -73.43, 47.04 ], [ -73.43, 47.07 ], [ -73.44, 47.08 ], [ -73.44, 47.15 ], [ -73.43, 47.16 ] ] ] }, "raw_probability": 0.2113, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9a2276071d4d579c4b0bd363637d1fa70736664f38fa525c5420132ace4c71de", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.2113, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0bab6d484812c6a439b614eaf94590f6923879283e52cad1f5b084b9afe3ed1e" }, "receipt_sha256": "0bab6d484812c6a439b614eaf94590f6923879283e52cad1f5b084b9afe3ed1e" }, { "storm_id": "186572", "lat": 47.3413, "lon": -73.1616, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1124.0, "ebshear": 23.0, "srh01": 40.0, "maxllaz": 0.006, "mesh": 0.26, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 33.9153 }, { "name": "alignment", "value": -6.3338 }, { "name": "tau", "value": 0.967 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1904 }, "coherence_score": 0.9669941067695618, "coherence_diagnostics": { "tau": 0.9669941067695618, "grad_tau": 0.3986770808696747, "torsion": 0.0, "alignment": -6.33379602432251, "S_field": 0.48723137378692627, "Gamma_field": 0.2145589143037796, "S_over_Gamma": 2.2708511352539062, "Da": 13.099525451660156, "E_coh": 0.707278311252594, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -73.2, 47.45 ], [ -73.15, 47.45 ], [ -73.14, 47.44 ], [ -73.16, 47.42 ], [ -73.14, 47.4 ], [ -73.14, 47.37 ], [ -73.13, 47.35 ], [ -73.11, 47.33 ], [ -73.09, 47.33 ], [ -73.03, 47.28 ], [ -73.01, 47.28 ], [ -73.0, 47.27 ], [ -73.0, 47.22 ], [ -73.01, 47.21 ], [ -73.06, 47.21 ], [ -73.1, 47.23 ], [ -73.13, 47.26 ], [ -73.14, 47.28 ], [ -73.14, 47.31 ], [ -73.16, 47.33 ], [ -73.23, 47.33 ], [ -73.26, 47.31 ], [ -73.3, 47.32 ], [ -73.31, 47.33 ], [ -73.31, 47.36 ], [ -73.32, 47.37 ], [ -73.31, 47.39 ], [ -73.28, 47.42 ], [ -73.24, 47.44 ], [ -73.21, 47.44 ], [ -73.2, 47.45 ] ] ] }, "raw_probability": 0.1904, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "979c52f6583442d024bac5a918cd3a9e51fc09501491a66fe57b6a2aecefa1b8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1904, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "11299498eab6dc84239b2e0a2d280fad83c592c40726f98261b344b1ab40baa1" }, "receipt_sha256": "11299498eab6dc84239b2e0a2d280fad83c592c40726f98261b344b1ab40baa1" }, { "storm_id": "186659", "lat": 47.8156, "lon": -72.74, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1034.0, "ebshear": 23.0, "srh01": 44.0, "maxllaz": 0.004, "mesh": 0.62, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 33.9153 }, { "name": "alignment", "value": -6.3338 }, { "name": "tau", "value": 0.967 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1904 }, "coherence_score": 0.9669941067695618, "coherence_diagnostics": { "tau": 0.9669941067695618, "grad_tau": 0.3986770808696747, "torsion": 0.0, "alignment": -6.33379602432251, "S_field": 0.48723137378692627, "Gamma_field": 0.2145589143037796, "S_over_Gamma": 2.2708511352539062, "Da": 13.099525451660156, "E_coh": 0.707278311252594, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -72.75, 47.85 ], [ -72.72, 47.85 ], [ -72.7, 47.83 ], [ -72.7, 47.8 ], [ -72.72, 47.77 ], [ -72.76, 47.77 ], [ -72.78, 47.8 ], [ -72.78, 47.82 ], [ -72.75, 47.85 ] ] ] }, "raw_probability": 0.1904, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "979c52f6583442d024bac5a918cd3a9e51fc09501491a66fe57b6a2aecefa1b8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1904, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "11299498eab6dc84239b2e0a2d280fad83c592c40726f98261b344b1ab40baa1" }, "receipt_sha256": "11299498eab6dc84239b2e0a2d280fad83c592c40726f98261b344b1ab40baa1" }, { "storm_id": "186584", "lat": 40.6694, "lon": -78.9446, "motion_east": 0.0, "motion_south": 7.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1701.0, "ebshear": 23.0, "srh01": 50.0, "maxllaz": 0.005, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 35.0403 }, { "name": "alignment", "value": 5.0036 }, { "name": "tau", "value": 3.4442 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1902 }, "coherence_score": 3.4442343711853027, "coherence_diagnostics": { "tau": 3.4442343711853027, "grad_tau": 0.49335241317749023, "torsion": 0.0, "alignment": 5.003620624542236, "S_field": 0.5350848436355591, "Gamma_field": 0.19705891609191895, "S_over_Gamma": 2.7153546810150146, "Da": 11.204083442687988, "E_coh": 0.8675666451454163, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.02, 40.75 ], [ -78.98, 40.74 ], [ -78.97, 40.73 ], [ -78.95, 40.73 ], [ -78.94, 40.72 ], [ -78.92, 40.72 ], [ -78.91, 40.71 ], [ -78.89, 40.71 ], [ -78.88, 40.7 ], [ -78.86, 40.7 ], [ -78.85, 40.69 ], [ -78.79, 40.69 ], [ -78.77, 40.66 ], [ -78.77, 40.64 ], [ -78.79, 40.6 ], [ -78.8, 40.6 ], [ -78.84, 40.57 ], [ -78.87, 40.57 ], [ -78.88, 40.55 ], [ -78.89, 40.55 ], [ -78.9, 40.57 ], [ -78.89, 40.61 ], [ -78.92, 40.63 ], [ -79.0, 40.65 ], [ -79.03, 40.63 ], [ -79.1, 40.62 ], [ -79.1, 40.65 ], [ -79.09, 40.66 ], [ -79.11, 40.7 ], [ -79.1, 40.71 ], [ -79.08, 40.71 ], [ -79.06, 40.73 ], [ -79.06, 40.74 ], [ -79.03, 40.74 ], [ -79.02, 40.75 ] ] ] }, "raw_probability": 0.1902, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "01cd7dcece4416d1bb5f812dd436f68fb70ef7ce50d9973f5e436168b08d00c4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1902, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "63a84784da2ee0421ce2465105cae90d45e808b58e18aa0d7d88d1de1c152f90" }, "receipt_sha256": "63a84784da2ee0421ce2465105cae90d45e808b58e18aa0d7d88d1de1c152f90" }, { "storm_id": "187209", "lat": 29.247, "lon": -90.435, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3322.0, "ebshear": 35.0, "srh01": 52.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 39.6653 }, { "name": "alignment", "value": -1.1955 }, { "name": "tau", "value": 3.0345 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1768 }, "coherence_score": 3.0345046520233154, "coherence_diagnostics": { "tau": 3.0345046520233154, "grad_tau": 0.06856494396924973, "torsion": 0.0, "alignment": -1.1955115795135498, "S_field": 0.9489927887916565, "Gamma_field": 0.20622558891773224, "S_over_Gamma": 4.60172176361084, "Da": 12.686517715454102, "E_coh": 0.933403730392456, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.45, 29.28 ], [ -90.4, 29.28 ], [ -90.4, 29.2 ], [ -90.42, 29.2 ], [ -90.41, 29.22 ], [ -90.43, 29.24 ], [ -90.45, 29.24 ], [ -90.47, 29.26 ], [ -90.47, 29.27 ], [ -90.45, 29.28 ] ] ] }, "raw_probability": 0.1768, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6942d1453634df36add5936eb55c70b01fb9e0547dca0fbcffea5eb09edb15f8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1768, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "454dee34496d51ac6218a8001c2fa8f1c20038721cf3dd13815ce1feb5001784" }, "receipt_sha256": "454dee34496d51ac6218a8001c2fa8f1c20038721cf3dd13815ce1feb5001784" }, { "storm_id": "187255", "lat": 40.9075, "lon": -76.465, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1458.0, "ebshear": 32.0, "srh01": 36.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 37.7903 }, { "name": "alignment", "value": -1.4018 }, { "name": "tau", "value": 3.1131 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1767 }, "coherence_score": 3.113098621368408, "coherence_diagnostics": { "tau": 3.113098621368408, "grad_tau": 0.3995037078857422, "torsion": 0.0, "alignment": -1.4018269777297974, "S_field": 0.4796315133571625, "Gamma_field": 0.16289225220680237, "S_over_Gamma": 2.9444711208343506, "Da": 10.033672332763672, "E_coh": 0.8146849274635315, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.48, 40.94 ], [ -76.42, 40.93 ], [ -76.42, 40.9 ], [ -76.46, 40.87 ], [ -76.48, 40.87 ], [ -76.49, 40.88 ], [ -76.49, 40.93 ], [ -76.48, 40.94 ] ] ] }, "raw_probability": 0.1767, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2cb10f2572e28d6ca388480ff808188be028772657c97c911909760e22a1c5ab", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1767, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb867688d6fab5b27de39bfe06067bfb9ebc174e50a50a491eedca99abc8e7e6" }, "receipt_sha256": "eb867688d6fab5b27de39bfe06067bfb9ebc174e50a50a491eedca99abc8e7e6" }, { "storm_id": "186955", "lat": 41.7256, "lon": -75.9144, "motion_east": 6.4, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 918.0, "ebshear": 11.0, "srh01": 41.0, "maxllaz": 0.004, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 37.9153 }, { "name": "alignment", "value": -3.2915 }, { "name": "tau", "value": 2.6055 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1756 }, "coherence_score": 2.605503559112549, "coherence_diagnostics": { "tau": 2.605503559112549, "grad_tau": 0.36990031599998474, "torsion": 0.0, "alignment": -3.291452407836914, "S_field": 0.3582242727279663, "Gamma_field": 0.1703922599554062, "S_over_Gamma": 2.1023507118225098, "Da": 10.205456733703613, "E_coh": 0.5960440635681152, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.93, 41.77 ], [ -75.88, 41.75 ], [ -75.86, 41.73 ], [ -75.86, 41.7 ], [ -75.87, 41.69 ], [ -75.94, 41.68 ], [ -75.98, 41.71 ], [ -75.98, 41.73 ], [ -75.93, 41.77 ] ] ] }, "raw_probability": 0.1756, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "5dc1cd001bbc0d936ed523bbf3af0e5cb4a3f35a63ee83915b67fecbfec064d4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1756, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0b1a0a6509e446db3d95ad25b051b1d2abc66f16a59330d4f4bfab8c00488b36" }, "receipt_sha256": "0b1a0a6509e446db3d95ad25b051b1d2abc66f16a59330d4f4bfab8c00488b36" }, { "storm_id": "187169", "lat": 41.775, "lon": -75.7737, "motion_east": 6.4, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 952.0, "ebshear": 12.0, "srh01": 36.0, "maxllaz": 0.005, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 37.9153 }, { "name": "alignment", "value": -3.2915 }, { "name": "tau", "value": 2.6055 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1756 }, "coherence_score": 2.605503559112549, "coherence_diagnostics": { "tau": 2.605503559112549, "grad_tau": 0.36990031599998474, "torsion": 0.0, "alignment": -3.291452407836914, "S_field": 0.3582242727279663, "Gamma_field": 0.1703922599554062, "S_over_Gamma": 2.1023507118225098, "Da": 10.205456733703613, "E_coh": 0.5960440635681152, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.77, 41.81 ], [ -75.74, 41.8 ], [ -75.75, 41.79 ], [ -75.75, 41.75 ], [ -75.76, 41.74 ], [ -75.82, 41.74 ], [ -75.83, 41.76 ], [ -75.77, 41.81 ] ] ] }, "raw_probability": 0.1756, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "5dc1cd001bbc0d936ed523bbf3af0e5cb4a3f35a63ee83915b67fecbfec064d4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1756, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0b1a0a6509e446db3d95ad25b051b1d2abc66f16a59330d4f4bfab8c00488b36" }, "receipt_sha256": "0b1a0a6509e446db3d95ad25b051b1d2abc66f16a59330d4f4bfab8c00488b36" }, { "storm_id": "186744", "lat": 46.8957, "lon": -73.49, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 910.0, "ebshear": 19.0, "srh01": 53.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 37.1653 }, { "name": "alignment", "value": -4.9065 }, { "name": "tau", "value": 1.3261 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1731 }, "coherence_score": 1.326062798500061, "coherence_diagnostics": { "tau": 1.326062798500061, "grad_tau": 0.3484630584716797, "torsion": 0.0, "alignment": -4.906520366668701, "S_field": 0.37707260251045227, "Gamma_field": 0.18955892324447632, "S_over_Gamma": 1.9892104864120483, "Da": 11.912190437316895, "E_coh": 0.6461939215660095, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -73.48, 46.98 ], [ -73.43, 46.98 ], [ -73.43, 46.9 ], [ -73.44, 46.89 ], [ -73.44, 46.86 ], [ -73.47, 46.82 ], [ -73.49, 46.81 ], [ -73.54, 46.81 ], [ -73.57, 46.83 ], [ -73.57, 46.88 ], [ -73.53, 46.9 ], [ -73.5, 46.93 ], [ -73.49, 46.97 ], [ -73.48, 46.98 ] ] ] }, "raw_probability": 0.1731, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "624869718860f43ca508eef17ad575adb618457f95935e82796f39c2c7f742a4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1731, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b81d5bdad824943976c97224df2e57b7328ebb30926cdec94b635a2bd231e177" }, "receipt_sha256": "b81d5bdad824943976c97224df2e57b7328ebb30926cdec94b635a2bd231e177" }, { "storm_id": "186856", "lat": 47.7856, "lon": -73.1494, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 805.0, "ebshear": 23.0, "srh01": 43.0, "maxllaz": 0.004, "mesh": 0.48, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 33.9153 }, { "name": "alignment", "value": -6.3338 }, { "name": "tau", "value": 0.967 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.167 }, "coherence_score": 0.9669941067695618, "coherence_diagnostics": { "tau": 0.9669941067695618, "grad_tau": 0.3986770808696747, "torsion": 0.0, "alignment": -6.33379602432251, "S_field": 0.48723137378692627, "Gamma_field": 0.2145589143037796, "S_over_Gamma": 2.2708511352539062, "Da": 13.099525451660156, "E_coh": 0.707278311252594, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.21, 47.86 ], [ -73.18, 47.86 ], [ -73.16, 47.84 ], [ -73.09, 47.84 ], [ -73.07, 47.82 ], [ -73.06, 47.8 ], [ -73.06, 47.71 ], [ -73.08, 47.69 ], [ -73.1, 47.68 ], [ -73.13, 47.68 ], [ -73.18, 47.72 ], [ -73.2, 47.76 ], [ -73.2, 47.78 ], [ -73.23, 47.83 ], [ -73.23, 47.84 ], [ -73.21, 47.86 ] ] ] }, "raw_probability": 0.167, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "43172c216584936ad2d916b63c0a4c4aae7e1d688b38bb1e1b5d84fcf8550800", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.167, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d6576fd70c8f689b5bc066d1ec2ed2cc87418b11af4db7d0b45f103062a17f00" }, "receipt_sha256": "d6576fd70c8f689b5bc066d1ec2ed2cc87418b11af4db7d0b45f103062a17f00" }, { "storm_id": "187273", "lat": 41.04, "lon": -79.2322, "motion_east": 1.6, "motion_south": 8.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1986.0, "ebshear": 25.0, "srh01": 36.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 35.4153 }, { "name": "alignment", "value": 4.2579 }, { "name": "tau", "value": 2.999 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1656 }, "coherence_score": 2.9990153312683105, "coherence_diagnostics": { "tau": 2.9990153312683105, "grad_tau": 0.46935921907424927, "torsion": 0.0, "alignment": 4.2578630447387695, "S_field": 0.5602335929870605, "Gamma_field": 0.21539224684238434, "S_over_Gamma": 2.600992441177368, "Da": 12.092572212219238, "E_coh": 0.8269651532173157, "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": [ [ [ -79.26, 41.07 ], [ -79.2, 41.07 ], [ -79.19, 41.06 ], [ -79.19, 41.01 ], [ -79.22, 41.01 ], [ -79.24, 41.0 ], [ -79.27, 41.03 ], [ -79.26, 41.04 ], [ -79.26, 41.07 ] ] ] }, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a2b52de1c3c52138a23306048a886ae9068371b492ea319a765dfbedaef8b76e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1656, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ac877eb0474445b6be67322b3b3bcb88e74ec5a2c493a6b8b34f69e151db4117" }, "receipt_sha256": "ac877eb0474445b6be67322b3b3bcb88e74ec5a2c493a6b8b34f69e151db4117" }, { "storm_id": "186018", "lat": 40.6506, "lon": -78.6181, "motion_east": 0.0, "motion_south": 7.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1422.0, "ebshear": 23.0, "srh01": 44.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 38.0403 }, { "name": "alignment", "value": 5.998 }, { "name": "tau", "value": 3.5898 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1633 }, "coherence_score": 3.589843273162842, "coherence_diagnostics": { "tau": 3.589843273162842, "grad_tau": 0.4280918538570404, "torsion": 0.0, "alignment": 5.997973918914795, "S_field": 0.8964980840682983, "Gamma_field": 0.20872558653354645, "S_over_Gamma": 4.295104026794434, "Da": 12.495283126831055, "E_coh": 0.8888474702835083, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.62, 40.71 ], [ -78.61, 40.7 ], [ -78.53, 40.7 ], [ -78.51, 40.69 ], [ -78.51, 40.63 ], [ -78.52, 40.63 ], [ -78.57, 40.59 ], [ -78.6, 40.59 ], [ -78.64, 40.57 ], [ -78.71, 40.58 ], [ -78.72, 40.59 ], [ -78.72, 40.66 ], [ -78.71, 40.66 ], [ -78.67, 40.7 ], [ -78.63, 40.7 ], [ -78.62, 40.71 ] ] ] }, "raw_probability": 0.1633, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e8b9a9546611c2c90fd9ddd120b5d6375c2d2c3365c2987944cf13d866086716", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1633, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7344db07641f9bdee622d507f684745beb1b26b5d84af2f02223b2ce93ea6901" }, "receipt_sha256": "7344db07641f9bdee622d507f684745beb1b26b5d84af2f02223b2ce93ea6901" }, { "storm_id": "187186", "lat": 48.3236, "lon": -71.1627, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1225.0, "ebshear": 26.0, "srh01": 38.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 40.1653 }, { "name": "alignment", "value": -7.5347 }, { "name": "tau", "value": 0.4039 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1614 }, "coherence_score": 0.403859406709671, "coherence_diagnostics": { "tau": 0.403859406709671, "grad_tau": 0.36509576439857483, "torsion": 0.0, "alignment": -7.534663677215576, "S_field": 0.24994930624961853, "Gamma_field": 0.15372559428215027, "S_over_Gamma": 1.6259446144104004, "Da": 9.486946105957031, "E_coh": 0.6657016277313232, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.18, 48.37 ], [ -71.16, 48.37 ], [ -71.13, 48.35 ], [ -71.12, 48.33 ], [ -71.12, 48.29 ], [ -71.13, 48.28 ], [ -71.17, 48.28 ], [ -71.18, 48.27 ], [ -71.21, 48.3 ], [ -71.21, 48.35 ], [ -71.18, 48.37 ] ] ] }, "raw_probability": 0.1614, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "800930824299cf73a92042253256d2c5313974a8660ba325b3a511f9748285d3", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1614, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "46d6eefa14b4d67ea72f201dbc48d301d7aecf1ead4ffb651db1101a5a0c1321" }, "receipt_sha256": "46d6eefa14b4d67ea72f201dbc48d301d7aecf1ead4ffb651db1101a5a0c1321" }, { "storm_id": "185736", "lat": 41.0011, "lon": -74.1508, "motion_east": 4.0, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2403.0, "ebshear": 21.0, "srh01": 69.0, "maxllaz": 0.007, "mesh": 0.57, "flash_rate": 34.0, "top_features": [ { "name": "srh01", "value": 69.0 }, { "name": "hrrr_pwat", "value": 47.2903 }, { "name": "alignment", "value": -10.7257 }, { "name": "tau", "value": 2.4083 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.1534 }, "coherence_score": 2.40830659866333, "coherence_diagnostics": { "tau": 2.40830659866333, "grad_tau": 0.3218741714954376, "torsion": 0.0, "alignment": -10.725748062133789, "S_field": 0.29350119829177856, "Gamma_field": 0.3878922462463379, "S_over_Gamma": 0.7566565275192261, "Da": 25.23383331298828, "E_coh": 0.8188186883926392, "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": [ [ [ -74.11, 41.26 ], [ -74.06, 41.26 ], [ -74.04, 41.24 ], [ -74.04, 41.18 ], [ -74.08, 41.15 ], [ -74.08, 41.13 ], [ -74.07, 41.12 ], [ -74.07, 41.1 ], [ -74.08, 41.09 ], [ -74.08, 41.05 ], [ -74.1, 41.01 ], [ -74.12, 40.99 ], [ -74.14, 40.99 ], [ -74.15, 40.98 ], [ -74.15, 40.97 ], [ -74.13, 40.95 ], [ -74.14, 40.93 ], [ -74.14, 40.9 ], [ -74.2, 40.84 ], [ -74.2, 40.79 ], [ -74.21, 40.77 ], [ -74.24, 40.74 ], [ -74.24, 40.73 ], [ -74.26, 40.72 ], [ -74.3, 40.72 ], [ -74.31, 40.73 ], [ -74.31, 40.78 ], [ -74.24, 40.86 ], [ -74.22, 40.94 ], [ -74.16, 40.99 ], [ -74.17, 41.01 ], [ -74.17, 41.08 ], [ -74.16, 41.09 ], [ -74.16, 41.11 ], [ -74.09, 41.17 ], [ -74.09, 41.19 ], [ -74.11, 41.22 ], [ -74.11, 41.26 ] ] ] }, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f353ac9988fe5bb98a071b8680362739d84f893f8727d8b4177ee778fa747fa1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1534, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "954f992ee9dcef55cdc421ba984bb20355f14f4c1e599215e894559f62386666" }, "receipt_sha256": "954f992ee9dcef55cdc421ba984bb20355f14f4c1e599215e894559f62386666" }, { "storm_id": "185703", "lat": 48.0094, "lon": -73.5253, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 626.0, "ebshear": 20.0, "srh01": 56.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 38.6653 }, { "name": "alignment", "value": -4.9293 }, { "name": "tau", "value": 0.9487 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1511 }, "coherence_score": 0.9486887454986572, "coherence_diagnostics": { "tau": 0.9486887454986572, "grad_tau": 0.4060257375240326, "torsion": 0.0, "alignment": -4.929327964782715, "S_field": 0.2997147738933563, "Gamma_field": 0.22289225459098816, "S_over_Gamma": 1.3446621894836426, "Da": 13.720521926879883, "E_coh": 0.5153466463088989, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -73.55, 48.05 ], [ -73.52, 48.05 ], [ -73.51, 48.03 ], [ -73.48, 48.03 ], [ -73.47, 48.04 ], [ -73.45, 48.02 ], [ -73.45, 47.99 ], [ -73.47, 47.97 ], [ -73.49, 47.98 ], [ -73.52, 47.98 ], [ -73.55, 47.96 ], [ -73.58, 47.96 ], [ -73.6, 47.98 ], [ -73.6, 48.01 ], [ -73.58, 48.03 ], [ -73.56, 48.03 ], [ -73.55, 48.05 ] ] ] }, "raw_probability": 0.1511, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c12bf6864aefb138d2e1a3788328b15068d9f5b1ca0a267eed2f5235df14a9c0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1511, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "64d85c93c1cfaf6425437d560dad335c30f6319aeed6362b8df9d6d22e91aa03" }, "receipt_sha256": "64d85c93c1cfaf6425437d560dad335c30f6319aeed6362b8df9d6d22e91aa03" }, { "storm_id": "185846", "lat": 41.0459, "lon": -76.3541, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1291.0, "ebshear": 27.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 37.7903 }, { "name": "alignment", "value": -1.4018 }, { "name": "tau", "value": 3.1131 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1509 }, "coherence_score": 3.113098621368408, "coherence_diagnostics": { "tau": 3.113098621368408, "grad_tau": 0.3995037078857422, "torsion": 0.0, "alignment": -1.4018269777297974, "S_field": 0.4796315133571625, "Gamma_field": 0.16289225220680237, "S_over_Gamma": 2.9444711208343506, "Da": 10.033672332763672, "E_coh": 0.8146849274635315, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -76.39, 41.13 ], [ -76.34, 41.13 ], [ -76.32, 41.11 ], [ -76.31, 41.07 ], [ -76.3, 41.06 ], [ -76.3, 41.01 ], [ -76.31, 41.0 ], [ -76.31, 40.98 ], [ -76.35, 40.97 ], [ -76.36, 40.96 ], [ -76.38, 40.96 ], [ -76.37, 41.0 ], [ -76.39, 41.02 ], [ -76.39, 41.05 ], [ -76.41, 41.08 ], [ -76.4, 41.12 ], [ -76.39, 41.13 ] ] ] }, "raw_probability": 0.1509, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f055ba83355cccb519429a1e3bd5b67364bdbec4ada5bc45925b9abe53e73af0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1509, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "02b01f12dff07860d029c2d7f214fe2835c88fe490fa8068b1b40cd606a85096" }, "receipt_sha256": "02b01f12dff07860d029c2d7f214fe2835c88fe490fa8068b1b40cd606a85096" }, { "storm_id": "186295", "lat": 47.5213, "lon": -74.0525, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 541.0, "ebshear": 22.0, "srh01": 39.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 38.6653 }, { "name": "alignment", "value": -4.9293 }, { "name": "tau", "value": 0.9487 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1496 }, "coherence_score": 0.9486887454986572, "coherence_diagnostics": { "tau": 0.9486887454986572, "grad_tau": 0.4060257375240326, "torsion": 0.0, "alignment": -4.929327964782715, "S_field": 0.2997147738933563, "Gamma_field": 0.22289225459098816, "S_over_Gamma": 1.3446621894836426, "Da": 13.720521926879883, "E_coh": 0.5153466463088989, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -74.08, 47.55 ], [ -74.03, 47.55 ], [ -74.02, 47.54 ], [ -74.02, 47.5 ], [ -74.04, 47.49 ], [ -74.07, 47.49 ], [ -74.08, 47.5 ], [ -74.08, 47.55 ] ] ] }, "raw_probability": 0.1496, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "209be0f418c173d8a00766e20420a5906cd8e8d31681220b3a5c08bdf9e78fdb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1496, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3d79a3f4e28c0f60409334e70e0d2dd7350cd4d603a6fb9db8012de42d8f0c4b" }, "receipt_sha256": "3d79a3f4e28c0f60409334e70e0d2dd7350cd4d603a6fb9db8012de42d8f0c4b" }, { "storm_id": "187155", "lat": 47.8122, "lon": -73.4578, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 699.0, "ebshear": 24.0, "srh01": 51.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 38.6653 }, { "name": "alignment", "value": -4.9293 }, { "name": "tau", "value": 0.9487 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.148 }, "coherence_score": 0.9486887454986572, "coherence_diagnostics": { "tau": 0.9486887454986572, "grad_tau": 0.4060257375240326, "torsion": 0.0, "alignment": -4.929327964782715, "S_field": 0.2997147738933563, "Gamma_field": 0.22289225459098816, "S_over_Gamma": 1.3446621894836426, "Da": 13.720521926879883, "E_coh": 0.5153466463088989, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.49, 47.85 ], [ -73.43, 47.85 ], [ -73.4, 47.81 ], [ -73.4, 47.78 ], [ -73.44, 47.76 ], [ -73.47, 47.77 ], [ -73.5, 47.8 ], [ -73.5, 47.84 ], [ -73.49, 47.85 ] ] ] }, "raw_probability": 0.148, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "28fd3b4b0b76d45c4a781298e1dd978d03d1d3266c5d4a424e9e7af8c158b117", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.148, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d762fba885c761686e76a9a35aa1c3198bde3b5d177ba789b2d0fd725ef04901" }, "receipt_sha256": "d762fba885c761686e76a9a35aa1c3198bde3b5d177ba789b2d0fd725ef04901" }, { "storm_id": "186711", "lat": 27.6493, "lon": -79.6787, "motion_east": 6.7, "motion_south": 1.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3167.0, "ebshear": 9.0, "srh01": 37.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 52.9153 }, { "name": "alignment", "value": -0.7346 }, { "name": "tau", "value": 1.7882 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1411 }, "coherence_score": 1.7881996631622314, "coherence_diagnostics": { "tau": 1.7881996631622314, "grad_tau": 0.05439140275120735, "torsion": 0.0, "alignment": -0.7345641851425171, "S_field": 0.4921035170555115, "Gamma_field": 0.19872558116912842, "S_over_Gamma": 2.4762966632843018, "Da": 11.515567779541016, "E_coh": 0.914009690284729, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -79.66, 27.69 ], [ -79.65, 27.68 ], [ -79.66, 27.67 ], [ -79.66, 27.65 ], [ -79.64, 27.61 ], [ -79.66, 27.6 ], [ -79.67, 27.61 ], [ -79.73, 27.61 ], [ -79.73, 27.63 ], [ -79.72, 27.64 ], [ -79.7, 27.64 ], [ -79.68, 27.66 ], [ -79.69, 27.68 ], [ -79.67, 27.68 ], [ -79.66, 27.69 ] ] ] }, "raw_probability": 0.1411, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f494b086ab52ef56afdaa408227247a9b6abf2cc16fa2229ac4f5a5f1e8fc238", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1411, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a37d815b9d8c7d03d753f5c0ce3e1c15dc8c069e36857327ccc700eade5ae219" }, "receipt_sha256": "a37d815b9d8c7d03d753f5c0ce3e1c15dc8c069e36857327ccc700eade5ae219" }, { "storm_id": "186641", "lat": 37.3011, "lon": -84.46, "motion_east": 5.0, "motion_south": 2.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4203.0, "ebshear": 31.0, "srh01": 54.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 43.1653 }, { "name": "alignment", "value": 2.9393 }, { "name": "tau", "value": 4.638 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1393 }, "coherence_score": 4.637973308563232, "coherence_diagnostics": { "tau": 4.637973308563232, "grad_tau": 0.6245614290237427, "torsion": 0.0, "alignment": 2.9393486976623535, "S_field": 1.6957817077636719, "Gamma_field": 0.23205892741680145, "S_over_Gamma": 7.3075480461120605, "Da": 12.851573944091797, "E_coh": 0.9622644186019897, "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": [ [ [ -84.47, 37.33 ], [ -84.44, 37.33 ], [ -84.43, 37.32 ], [ -84.43, 37.28 ], [ -84.45, 37.26 ], [ -84.47, 37.26 ], [ -84.49, 37.29 ], [ -84.49, 37.31 ], [ -84.47, 37.33 ] ] ] }, "raw_probability": 0.1393, "confidence_lo": 0.0019, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "5c15609c9843e103ab615e91d8dba2887d7c7929dcb8ea0ddb14bab88c51e5d2", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1393, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ace6e6056814f3f6d20e2dac5093d4a22669bb673037a4fcd1b6cb0f3b49b1f8" }, "receipt_sha256": "ace6e6056814f3f6d20e2dac5093d4a22669bb673037a4fcd1b6cb0f3b49b1f8" }, { "storm_id": "187213", "lat": 41.8778, "lon": -76.4967, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 634.0, "ebshear": 15.0, "srh01": 42.0, "maxllaz": 0.006, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 38.1653 }, { "name": "alignment", "value": -3.3074 }, { "name": "tau", "value": 2.7501 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1388 }, "coherence_score": 2.7501230239868164, "coherence_diagnostics": { "tau": 2.7501230239868164, "grad_tau": 0.4061255156993866, "torsion": 0.0, "alignment": -3.3073530197143555, "S_field": 0.49436429142951965, "Gamma_field": 0.17122559249401093, "S_over_Gamma": 2.8872103691101074, "Da": 10.421402931213379, "E_coh": 0.7880213856697083, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.51, 41.9 ], [ -76.47, 41.9 ], [ -76.45, 41.88 ], [ -76.46, 41.84 ], [ -76.49, 41.86 ], [ -76.52, 41.86 ], [ -76.53, 41.87 ], [ -76.53, 41.89 ], [ -76.51, 41.9 ] ] ] }, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ab6bc21cfdaf09519af9da30cc4e618be145c585ebb06ee2e67cae825ca76da4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1388, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a4b12de8bf185df590584db4038b32b667298d0a1a7f461e0de68fcf16127bb3" }, "receipt_sha256": "a4b12de8bf185df590584db4038b32b667298d0a1a7f461e0de68fcf16127bb3" }, { "storm_id": "186443", "lat": 45.0833, "lon": -73.1325, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1571.0, "ebshear": 28.0, "srh01": 38.0, "maxllaz": 0.002, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 40.5403 }, { "name": "alignment", "value": -1.9315 }, { "name": "tau", "value": 1.8508 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1371 }, "coherence_score": 1.850817322731018, "coherence_diagnostics": { "tau": 1.850817322731018, "grad_tau": 0.24747039377689362, "torsion": 0.0, "alignment": -1.931493878364563, "S_field": 0.5841435194015503, "Gamma_field": 0.2770589292049408, "S_over_Gamma": 2.108372926712036, "Da": 17.204919815063477, "E_coh": 0.8546773195266724, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -73.18, 45.14 ], [ -73.07, 45.14 ], [ -73.03, 45.1 ], [ -73.03, 45.08 ], [ -73.06, 45.04 ], [ -73.1, 45.04 ], [ -73.13, 45.06 ], [ -73.17, 45.06 ], [ -73.2, 45.04 ], [ -73.22, 45.05 ], [ -73.22, 45.11 ], [ -73.18, 45.14 ] ] ] }, "raw_probability": 0.1371, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8540b981607ac55b31b86ebdc4633a6103abeb886dc01a4c26aa3fddb698e69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1371, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bd7af545dc557a58eed4acf7ca0e8ff6aed853a0c9a3df48de813d5987d1fea7" }, "receipt_sha256": "bd7af545dc557a58eed4acf7ca0e8ff6aed853a0c9a3df48de813d5987d1fea7" }, { "storm_id": "186746", "lat": 44.4335, "lon": -73.1155, "motion_east": -2.0, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1420.0, "ebshear": 24.0, "srh01": 28.0, "maxllaz": 0.004, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 45.6653 }, { "name": "alignment", "value": -1.6502 }, { "name": "tau", "value": 2.0173 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1297 }, "coherence_score": 2.0173087120056152, "coherence_diagnostics": { "tau": 2.0173087120056152, "grad_tau": 0.22921395301818848, "torsion": 0.0, "alignment": -1.6501967906951904, "S_field": 0.6106129288673401, "Gamma_field": 0.24039225280284882, "S_over_Gamma": 2.540069103240967, "Da": 14.506119728088379, "E_coh": 0.8636614084243774, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -73.06, 44.52 ], [ -73.0, 44.52 ], [ -72.99, 44.51 ], [ -73.0, 44.49 ], [ -73.0, 44.46 ], [ -73.02, 44.45 ], [ -73.07, 44.4 ], [ -73.13, 44.4 ], [ -73.17, 44.37 ], [ -73.17, 44.35 ], [ -73.18, 44.34 ], [ -73.22, 44.34 ], [ -73.23, 44.35 ], [ -73.23, 44.4 ], [ -73.22, 44.41 ], [ -73.18, 44.42 ], [ -73.15, 44.45 ], [ -73.15, 44.47 ], [ -73.08, 44.5 ], [ -73.06, 44.52 ] ] ] }, "raw_probability": 0.1297, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "56f40b2de33368f91b6fa7eac0e4777722f9b7bca161f830e8145fc58ac14a21", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1297, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0100093cce0d1ae2432566e4b83b28bf8fdfe5894bdb2ed6bed63092f686fd12" }, "receipt_sha256": "0100093cce0d1ae2432566e4b83b28bf8fdfe5894bdb2ed6bed63092f686fd12" }, { "storm_id": "187187", "lat": 43.2857, "lon": -71.6467, "motion_east": 2.0, "motion_south": -10.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1569.0, "ebshear": 23.0, "srh01": 31.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 39.5403 }, { "name": "alignment", "value": -3.1404 }, { "name": "tau", "value": 1.976 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1242 }, "coherence_score": 1.9760233163833618, "coherence_diagnostics": { "tau": 1.9760233163833618, "grad_tau": 0.32704323530197144, "torsion": 0.0, "alignment": -3.140394449234009, "S_field": 0.4579077661037445, "Gamma_field": 0.24289225041866302, "S_over_Gamma": 1.8852300643920898, "Da": 15.154781341552734, "E_coh": 0.6961660981178284, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.74, 43.37 ], [ -71.7, 43.37 ], [ -71.59, 43.32 ], [ -71.57, 43.3 ], [ -71.57, 43.28 ], [ -71.55, 43.26 ], [ -71.54, 43.26 ], [ -71.53, 43.24 ], [ -71.54, 43.23 ], [ -71.57, 43.23 ], [ -71.58, 43.24 ], [ -71.6, 43.24 ], [ -71.64, 43.26 ], [ -71.68, 43.26 ], [ -71.69, 43.27 ], [ -71.71, 43.27 ], [ -71.72, 43.28 ], [ -71.76, 43.29 ], [ -71.78, 43.31 ], [ -71.78, 43.35 ], [ -71.74, 43.37 ] ] ] }, "raw_probability": 0.1242, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b53354abb23286355ae587e66021ca787b20044ff93395abcd40d61d2cb0d55f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1242, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a7695d9c0377b2dae7b4eb1431853998ee7ac0d5ad1e49897a3b140fa72f6dd" }, "receipt_sha256": "1a7695d9c0377b2dae7b4eb1431853998ee7ac0d5ad1e49897a3b140fa72f6dd" }, { "storm_id": "186865", "lat": 41.0527, "lon": -78.8827, "motion_east": 0.9, "motion_south": 9.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1710.0, "ebshear": 24.0, "srh01": 36.0, "maxllaz": 0.006, "mesh": 0.27, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 34.1653 }, { "name": "alignment", "value": 3.0919 }, { "name": "tau", "value": 3.1244 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.119 }, "coherence_score": 3.1243858337402344, "coherence_diagnostics": { "tau": 3.1243858337402344, "grad_tau": 0.43458980321884155, "torsion": 0.0, "alignment": 3.0919203758239746, "S_field": 0.49781641364097595, "Gamma_field": 0.24039225280284882, "S_over_Gamma": 2.070850372314453, "Da": 13.537271499633789, "E_coh": 0.9035612940788269, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -78.89, 41.11 ], [ -78.84, 41.11 ], [ -78.83, 41.1 ], [ -78.81, 41.1 ], [ -78.8, 41.09 ], [ -78.8, 41.04 ], [ -78.82, 41.02 ], [ -78.85, 41.01 ], [ -78.9, 40.96 ], [ -78.96, 40.96 ], [ -78.99, 40.99 ], [ -78.99, 41.03 ], [ -78.94, 41.08 ], [ -78.93, 41.08 ], [ -78.89, 41.11 ] ] ] }, "raw_probability": 0.119, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9b8c527dcd64817310f881352cb68d439b7aff17e81997b95d6f07707f63523f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.119, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e84ace17631be8389cd962325bbad989e9f010d846b320e2a978f38ba2cda534" }, "receipt_sha256": "e84ace17631be8389cd962325bbad989e9f010d846b320e2a978f38ba2cda534" }, { "storm_id": "186591", "lat": 28.3137, "lon": -80.7389, "motion_east": 4.4, "motion_south": 0.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3308.0, "ebshear": 21.0, "srh01": 44.0, "maxllaz": 0.007, "mesh": 0.71, "flash_rate": 30.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 54.4153 }, { "name": "alignment", "value": -2.497 }, { "name": "tau", "value": 1.6896 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.1185 }, "coherence_score": 1.6895503997802734, "coherence_diagnostics": { "tau": 1.6895503997802734, "grad_tau": 0.13921405375003815, "torsion": 0.0, "alignment": -2.497035503387451, "S_field": 0.21556030213832855, "Gamma_field": 0.5953922271728516, "S_over_Gamma": 0.36204755306243896, "Da": 35.22550964355469, "E_coh": 0.8556516766548157, "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": [ [ [ -80.76, 28.42 ], [ -80.72, 28.42 ], [ -80.7, 28.4 ], [ -80.7, 28.34 ], [ -80.69, 28.33 ], [ -80.66, 28.33 ], [ -80.64, 28.32 ], [ -80.64, 28.28 ], [ -80.67, 28.25 ], [ -80.74, 28.22 ], [ -80.77, 28.19 ], [ -80.83, 28.19 ], [ -80.84, 28.2 ], [ -80.84, 28.23 ], [ -80.76, 28.3 ], [ -80.76, 28.35 ], [ -80.78, 28.37 ], [ -80.78, 28.4 ], [ -80.76, 28.42 ] ] ] }, "raw_probability": 0.1185, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "359084f937d678ca4b564d1712a857bf695c6cad8a5b77229aceffb27c24f777", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1185, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7301c681a62e2f9a9757f28f0db4bc3be8f4290d87171e8a50e0b4793ee69e31" }, "receipt_sha256": "7301c681a62e2f9a9757f28f0db4bc3be8f4290d87171e8a50e0b4793ee69e31" }, { "storm_id": "187161", "lat": 45.2486, "lon": -76.0314, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1062.0, "ebshear": 18.0, "srh01": 52.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 42.2903 }, { "name": "alignment", "value": -3.3129 }, { "name": "tau", "value": 1.6403 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1185 }, "coherence_score": 1.6403409242630005, "coherence_diagnostics": { "tau": 1.6403409242630005, "grad_tau": 0.26052626967430115, "torsion": 0.0, "alignment": -3.3128867149353027, "S_field": 0.29978516697883606, "Gamma_field": 0.17372559010982513, "S_over_Gamma": 1.725624680519104, "Da": 11.160544395446777, "E_coh": 0.5799168348312378, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.05, 45.31 ], [ -76.0, 45.31 ], [ -75.99, 45.3 ], [ -75.99, 45.28 ], [ -76.0, 45.27 ], [ -76.0, 45.23 ], [ -76.02, 45.21 ], [ -76.02, 45.18 ], [ -76.04, 45.18 ], [ -76.06, 45.19 ], [ -76.07, 45.21 ], [ -76.08, 45.21 ], [ -76.07, 45.29 ], [ -76.05, 45.31 ] ] ] }, "raw_probability": 0.1185, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "359084f937d678ca4b564d1712a857bf695c6cad8a5b77229aceffb27c24f777", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1185, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7301c681a62e2f9a9757f28f0db4bc3be8f4290d87171e8a50e0b4793ee69e31" }, "receipt_sha256": "7301c681a62e2f9a9757f28f0db4bc3be8f4290d87171e8a50e0b4793ee69e31" }, { "storm_id": "187145", "lat": 49.2327, "lon": -70.7987, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1098.0, "ebshear": 21.0, "srh01": 26.0, "maxllaz": 0.002, "mesh": 0.25, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": -5.3182 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1153 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.403859406709671, "torsion": 0.0, "alignment": -5.31815242767334, "S_field": 0.16104000806808472, "Gamma_field": 0.19872558116912842, "S_over_Gamma": 0.81036376953125, "Da": 12.712419509887695, "E_coh": 0.4781731069087982, "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": [ [ [ -70.85, 49.3 ], [ -70.79, 49.29 ], [ -70.77, 49.27 ], [ -70.66, 49.28 ], [ -70.64, 49.26 ], [ -70.64, 49.22 ], [ -70.67, 49.2 ], [ -70.73, 49.19 ], [ -70.8, 49.14 ], [ -70.94, 49.14 ], [ -70.95, 49.15 ], [ -70.95, 49.19 ], [ -70.87, 49.27 ], [ -70.87, 49.29 ], [ -70.85, 49.3 ] ] ] }, "raw_probability": 0.1153, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2d5a5f5d4728f13f4025694923586d952379e18c67e558f54f937c46441cdf81", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1153, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0e45519d81a1722b36b364af8bc467782c0471c7e909e44b5c940f80fd42fc92" }, "receipt_sha256": "0e45519d81a1722b36b364af8bc467782c0471c7e909e44b5c940f80fd42fc92" }, { "storm_id": "187235", "lat": 50.1587, "lon": -70.9387, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 678.0, "ebshear": 3.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": -5.3182 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1146 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.403859406709671, "torsion": 0.0, "alignment": -5.31815242767334, "S_field": 0.16104000806808472, "Gamma_field": 0.19872558116912842, "S_over_Gamma": 0.81036376953125, "Da": 12.712419509887695, "E_coh": 0.4781731069087982, "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": [ [ [ -70.95, 50.2 ], [ -70.91, 50.18 ], [ -70.91, 50.13 ], [ -70.92, 50.12 ], [ -70.94, 50.12 ], [ -70.96, 50.14 ], [ -70.97, 50.18 ], [ -70.95, 50.2 ] ] ] }, "raw_probability": 0.1146, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6695f3898a59e496ae84e3b00f5ee78c1c81cbcdd246572c1208eb188223b21f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1146, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b4827128e5c718555bce70916fe43a3fdbbd38723c88ebb7560558449ab33dda" }, "receipt_sha256": "b4827128e5c718555bce70916fe43a3fdbbd38723c88ebb7560558449ab33dda" }, { "storm_id": "187049", "lat": 37.64, "lon": -92.7725, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2487.0, "ebshear": 31.0, "srh01": 7.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 51.7903 }, { "name": "alignment", "value": -3.5352 }, { "name": "tau", "value": 0.9292 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1131 }, "coherence_score": 0.9291884899139404, "coherence_diagnostics": { "tau": 0.9291884899139404, "grad_tau": 0.23400360345840454, "torsion": 0.0, "alignment": -3.5351850986480713, "S_field": 0.24644377827644348, "Gamma_field": 1.2387255430221558, "S_over_Gamma": 0.19894945621490479, "Da": 76.9146728515625, "E_coh": 0.33275431394577026, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.77, 37.7 ], [ -92.74, 37.7 ], [ -92.72, 37.69 ], [ -92.71, 37.63 ], [ -92.72, 37.61 ], [ -92.77, 37.56 ], [ -92.81, 37.56 ], [ -92.83, 37.58 ], [ -92.83, 37.62 ], [ -92.8, 37.66 ], [ -92.8, 37.67 ], [ -92.77, 37.7 ] ] ] }, "raw_probability": 0.1131, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "62e9a09787b06b0bfea5d9b2838a314f0d9c68a64bc6e43644f8f08d793ac261", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1131, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9a150b03f2f9f65677fcb8f165b152e6dbc0d5e7197920f6bb05a8ddcd35f1d4" }, "receipt_sha256": "9a150b03f2f9f65677fcb8f165b152e6dbc0d5e7197920f6bb05a8ddcd35f1d4" }, { "storm_id": "186574", "lat": 45.3391, "lon": -72.5191, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1772.0, "ebshear": 22.0, "srh01": 34.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 40.0403 }, { "name": "alignment", "value": -0.2452 }, { "name": "tau", "value": 1.8009 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1113 }, "coherence_score": 1.8009467124938965, "coherence_diagnostics": { "tau": 1.8009467124938965, "grad_tau": 0.2740768492221832, "torsion": 0.0, "alignment": -0.24517822265625, "S_field": 0.8623805642127991, "Gamma_field": 0.19539225101470947, "S_over_Gamma": 4.413586139678955, "Da": 11.862656593322754, "E_coh": 0.8195968866348267, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -72.53, 45.41 ], [ -72.48, 45.41 ], [ -72.47, 45.39 ], [ -72.47, 45.32 ], [ -72.49, 45.28 ], [ -72.51, 45.26 ], [ -72.54, 45.26 ], [ -72.57, 45.3 ], [ -72.56, 45.32 ], [ -72.56, 45.37 ], [ -72.53, 45.41 ] ] ] }, "raw_probability": 0.1113, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "0781957081debc6f14bd9c46fd19e5fc26b1947171e72f5b4e8bdc150bf0eaf1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1113, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "68b30eef3d1b4532dc356bb63d6964de51ea78a44a48c5a459e932677bf645a0" }, "receipt_sha256": "68b30eef3d1b4532dc356bb63d6964de51ea78a44a48c5a459e932677bf645a0" }, { "storm_id": "187236", "lat": 50.0911, "lon": -70.8033, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 740.0, "ebshear": 7.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": -5.3182 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1105 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.403859406709671, "torsion": 0.0, "alignment": -5.31815242767334, "S_field": 0.16104000806808472, "Gamma_field": 0.19872558116912842, "S_over_Gamma": 0.81036376953125, "Da": 12.712419509887695, "E_coh": 0.4781731069087982, "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": [ [ [ -70.8, 50.13 ], [ -70.76, 50.11 ], [ -70.76, 50.07 ], [ -70.77, 50.05 ], [ -70.82, 50.04 ], [ -70.84, 50.07 ], [ -70.85, 50.11 ], [ -70.83, 50.11 ], [ -70.8, 50.13 ] ] ] }, "raw_probability": 0.1105, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "23aeb7181a34a4073a9b481c6b252d880d708961775119bb13a83d98982b2e4b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1105, "probability": 0.001934, "confidence_lo": 0.001906, "confidence_hi": 0.001934, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "238d5d4d7c7f43f42d48419193d60c94b186f16bfa87fef0d808eec8e67b27a1" }, "receipt_sha256": "238d5d4d7c7f43f42d48419193d60c94b186f16bfa87fef0d808eec8e67b27a1" }, { "storm_id": "185423", "lat": 48.2789, "lon": -72.7, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 785.0, "ebshear": 23.0, "srh01": 42.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 37.1653 }, { "name": "alignment", "value": -3.1343 }, { "name": "tau", "value": 0.5266 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1006 }, "coherence_score": 0.5265875458717346, "coherence_diagnostics": { "tau": 0.5265875458717346, "grad_tau": 0.48437461256980896, "torsion": 0.0, "alignment": -3.134279251098633, "S_field": 0.3133658468723297, "Gamma_field": 0.2845589518547058, "S_over_Gamma": 1.1012334823608398, "Da": 17.890880584716797, "E_coh": 0.7168388366699219, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.71, 48.32 ], [ -72.66, 48.32 ], [ -72.65, 48.31 ], [ -72.65, 48.28 ], [ -72.69, 48.23 ], [ -72.73, 48.22 ], [ -72.75, 48.23 ], [ -72.75, 48.28 ], [ -72.71, 48.32 ] ] ] }, "raw_probability": 0.1006, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ab47cf6166cf4c58aa0ed791ee2405e5b8d53a521ec384bc1380ff591020b580", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.1006, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "52d42f21146d27aec0305737c5e4f784bf931b97c2c87d8db2385b188050c4fa" }, "receipt_sha256": "52d42f21146d27aec0305737c5e4f784bf931b97c2c87d8db2385b188050c4fa" }, { "storm_id": "186480", "lat": 43.0314, "lon": -71.3305, "motion_east": 7.0, "motion_south": -6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1565.0, "ebshear": 22.0, "srh01": 39.0, "maxllaz": 0.004, "mesh": 0.19, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 42.4153 }, { "name": "alignment", "value": -0.7687 }, { "name": "tau", "value": 1.7008 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0998 }, "coherence_score": 1.7008260488510132, "coherence_diagnostics": { "tau": 1.7008260488510132, "grad_tau": 0.2875796854496002, "torsion": 0.0, "alignment": -0.7687200307846069, "S_field": 0.6124807000160217, "Gamma_field": 0.2753922641277313, "S_over_Gamma": 2.2240302562713623, "Da": 18.2872257232666, "E_coh": 0.8982909321784973, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.44, 43.18 ], [ -71.36, 43.18 ], [ -71.3, 43.15 ], [ -71.27, 43.12 ], [ -71.26, 43.1 ], [ -71.26, 43.06 ], [ -71.28, 43.04 ], [ -71.28, 43.02 ], [ -71.3, 42.99 ], [ -71.25, 42.94 ], [ -71.25, 42.93 ], [ -71.23, 42.92 ], [ -71.23, 42.9 ], [ -71.25, 42.88 ], [ -71.29, 42.89 ], [ -71.38, 42.98 ], [ -71.38, 42.99 ], [ -71.41, 43.02 ], [ -71.45, 43.03 ], [ -71.48, 43.06 ], [ -71.48, 43.13 ], [ -71.44, 43.18 ] ] ] }, "raw_probability": 0.0998, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7065a605f54cf311f7b1675bef3c0f066971296668483bc320d74ee8a2acca48", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0998, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f4939428e1fc6804575ce4fe1e6bc838630a00e9a0e327183780b4302a38551e" }, "receipt_sha256": "f4939428e1fc6804575ce4fe1e6bc838630a00e9a0e327183780b4302a38551e" }, { "storm_id": "186942", "lat": 26.513, "lon": -79.902, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3277.0, "ebshear": 17.0, "srh01": 57.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": 1.2806 }, { "name": "tau", "value": 1.5604 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0984 }, "coherence_score": 1.5604183673858643, "coherence_diagnostics": { "tau": 1.5604183673858643, "grad_tau": 0.4796130955219269, "torsion": 0.0, "alignment": 1.2806336879730225, "S_field": 0.4632217288017273, "Gamma_field": 0.2353922575712204, "S_over_Gamma": 1.9678715467453003, "Da": 14.288644790649414, "E_coh": 0.9528533816337585, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -79.93, 26.55 ], [ -79.9, 26.55 ], [ -79.87, 26.53 ], [ -79.87, 26.51 ], [ -79.85, 26.49 ], [ -79.84, 26.45 ], [ -79.93, 26.47 ], [ -79.95, 26.49 ], [ -79.95, 26.54 ], [ -79.93, 26.55 ] ] ] }, "raw_probability": 0.0984, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2b2d262f7fd0577765bb702aafaeb9aa06344f60c4d7bd2ec09358b144dcb063", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0984, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "767cec1f63f09f1de1b12ab096e1d7dc68d6984dee66d93cd61225d8ba4c0fc2" }, "receipt_sha256": "767cec1f63f09f1de1b12ab096e1d7dc68d6984dee66d93cd61225d8ba4c0fc2" }, { "storm_id": "186951", "lat": 42.6609, "lon": -71.1909, "motion_east": 5.9, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1780.0, "ebshear": 23.0, "srh01": 47.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 41.7903 }, { "name": "alignment", "value": 0.495 }, { "name": "tau", "value": 1.7106 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0973 }, "coherence_score": 1.7105507850646973, "coherence_diagnostics": { "tau": 1.7105507850646973, "grad_tau": 0.49843350052833557, "torsion": 0.0, "alignment": 0.4950094223022461, "S_field": 0.6280219554901123, "Gamma_field": 0.2212255746126175, "S_over_Gamma": 2.8388307094573975, "Da": 14.32154655456543, "E_coh": 0.9149102568626404, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.17, 42.7 ], [ -71.15, 42.68 ], [ -71.15, 42.64 ], [ -71.17, 42.62 ], [ -71.17, 42.61 ], [ -71.22, 42.61 ], [ -71.25, 42.65 ], [ -71.24, 42.68 ], [ -71.23, 42.69 ], [ -71.18, 42.69 ], [ -71.17, 42.7 ] ] ] }, "raw_probability": 0.0973, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "80fa817cc6042e0b38cd2d8b1f684c48e3b236e22c0091bfed374b24313425f1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0973, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2f62cc4386a3bd1da4b0a2df8e0791654ac73cb9851d1f575414486091ef8b64" }, "receipt_sha256": "2f62cc4386a3bd1da4b0a2df8e0791654ac73cb9851d1f575414486091ef8b64" }, { "storm_id": "187270", "lat": 43.4009, "lon": -76.4927, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 954.0, "ebshear": 11.0, "srh01": 55.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 55.0 }, { "name": "hrrr_pwat", "value": 36.7903 }, { "name": "alignment", "value": 2.6676 }, { "name": "tau", "value": 2.041 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0967 }, "coherence_score": 2.0409860610961914, "coherence_diagnostics": { "tau": 2.0409860610961914, "grad_tau": 0.2128647118806839, "torsion": 0.0, "alignment": 2.6675586700439453, "S_field": 0.13802176713943481, "Gamma_field": 0.24289225041866302, "S_over_Gamma": 0.5682427883148193, "Da": 14.723377227783203, "E_coh": 0.5391013622283936, "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": [ [ [ -76.53, 43.44 ], [ -76.48, 43.44 ], [ -76.47, 43.43 ], [ -76.47, 43.41 ], [ -76.45, 43.4 ], [ -76.45, 43.37 ], [ -76.47, 43.36 ], [ -76.52, 43.36 ], [ -76.53, 43.37 ], [ -76.52, 43.39 ], [ -76.53, 43.44 ] ] ] }, "raw_probability": 0.0967, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0967, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c15760d926283874a1292c9928d5358106ddcb62ba1c58dbb25f8129cf57ce01" }, "receipt_sha256": "c15760d926283874a1292c9928d5358106ddcb62ba1c58dbb25f8129cf57ce01" }, { "storm_id": "185388", "lat": 42.261, "lon": -77.703, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1253.0, "ebshear": 19.0, "srh01": 35.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 35.4153 }, { "name": "alignment", "value": 3.2327 }, { "name": "tau", "value": 2.8698 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.093 }, "coherence_score": 2.869778871536255, "coherence_diagnostics": { "tau": 2.869778871536255, "grad_tau": 0.3979514241218567, "torsion": 0.0, "alignment": 3.2327182292938232, "S_field": 0.8053812980651855, "Gamma_field": 0.2003922462463379, "S_over_Gamma": 4.01902437210083, "Da": 11.743138313293457, "E_coh": 0.9171420335769653, "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": [ [ [ -77.72, 42.29 ], [ -77.68, 42.29 ], [ -77.66, 42.27 ], [ -77.66, 42.26 ], [ -77.69, 42.22 ], [ -77.72, 42.22 ], [ -77.72, 42.24 ], [ -77.73, 42.25 ], [ -77.73, 42.28 ], [ -77.72, 42.29 ] ] ] }, "raw_probability": 0.093, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "22deee8933456b52b2b8490fc2925c223ddeebb6c8b3875c7acc887e9e9de5d4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.093, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3ab1fd58d34030a3987aebea995aad4c3974ef8070e9925cb666b7020992d191" }, "receipt_sha256": "3ab1fd58d34030a3987aebea995aad4c3974ef8070e9925cb666b7020992d191" }, { "storm_id": "187274", "lat": 40.6364, "lon": -80.3991, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1951.0, "ebshear": 19.0, "srh01": 34.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 33.0403 }, { "name": "alignment", "value": 3.0024 }, { "name": "tau", "value": 3.2771 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0928 }, "coherence_score": 3.2771406173706055, "coherence_diagnostics": { "tau": 3.2771406173706055, "grad_tau": 0.5191689729690552, "torsion": 0.0, "alignment": 3.0024397373199463, "S_field": 0.5880544781684875, "Gamma_field": 0.24622558057308197, "S_over_Gamma": 2.388275384902954, "Da": 13.90627384185791, "E_coh": 0.896621823310852, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.42, 40.68 ], [ -80.4, 40.68 ], [ -80.36, 40.66 ], [ -80.37, 40.64 ], [ -80.36, 40.63 ], [ -80.36, 40.59 ], [ -80.42, 40.59 ], [ -80.43, 40.6 ], [ -80.43, 40.62 ], [ -80.42, 40.63 ], [ -80.42, 40.68 ] ] ] }, "raw_probability": 0.0928, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9949bf735ee769fd39226302e150146b0cacc3345ef7b770aced133005f9e714", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0928, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6ca1f366d2a4d25deabde5eac8872f0c55e5d3aa3e42579f7958dda8c310ec96" }, "receipt_sha256": "6ca1f366d2a4d25deabde5eac8872f0c55e5d3aa3e42579f7958dda8c310ec96" }, { "storm_id": "186998", "lat": 49.9992, "lon": -71.1223, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 678.0, "ebshear": 21.0, "srh01": 2.0, "maxllaz": 0.0, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": -5.3182 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0893 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.403859406709671, "torsion": 0.0, "alignment": -5.31815242767334, "S_field": 0.16104000806808472, "Gamma_field": 0.19872558116912842, "S_over_Gamma": 0.81036376953125, "Da": 12.712419509887695, "E_coh": 0.4781731069087982, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.14, 50.04 ], [ -71.11, 50.04 ], [ -71.08, 50.02 ], [ -71.08, 50.0 ], [ -71.07, 49.99 ], [ -71.07, 49.96 ], [ -71.08, 49.95 ], [ -71.15, 49.95 ], [ -71.17, 49.97 ], [ -71.17, 50.0 ], [ -71.16, 50.01 ], [ -71.17, 50.02 ], [ -71.14, 50.04 ] ] ] }, "raw_probability": 0.0893, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "5aebbd41ec0ffb8d74014dd825a3eb9627cabb3f0e233080f27a0a77df983402", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0893, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3027b498e18780a1f641bf3c558da46c615f1724a0c0720e5df2be4df724f3eb" }, "receipt_sha256": "3027b498e18780a1f641bf3c558da46c615f1724a0c0720e5df2be4df724f3eb" }, { "storm_id": "185759", "lat": 43.5089, "lon": -76.1978, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1199.0, "ebshear": 12.0, "srh01": 54.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 54.0 }, { "name": "hrrr_pwat", "value": 36.7903 }, { "name": "alignment", "value": 2.6676 }, { "name": "tau", "value": 2.041 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0865 }, "coherence_score": 2.0409860610961914, "coherence_diagnostics": { "tau": 2.0409860610961914, "grad_tau": 0.2128647118806839, "torsion": 0.0, "alignment": 2.6675586700439453, "S_field": 0.13802176713943481, "Gamma_field": 0.24289225041866302, "S_over_Gamma": 0.5682427883148193, "Da": 14.723377227783203, "E_coh": 0.5391013622283936, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.21, 43.54 ], [ -76.18, 43.54 ], [ -76.17, 43.53 ], [ -76.17, 43.48 ], [ -76.18, 43.47 ], [ -76.2, 43.47 ], [ -76.23, 43.49 ], [ -76.23, 43.52 ], [ -76.21, 43.54 ] ] ] }, "raw_probability": 0.0865, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ceb2d6de37e16f1ef84ea606bb1dfc23e1bbc90af9c355cdd2d442c3bad1f08e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0865, "probability": 0.001287, "confidence_lo": 0.001228, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7ccc5d2dd13877d206af3882afa9096b58f94ca8c946d41299ec57ce33fb64f7" }, "receipt_sha256": "7ccc5d2dd13877d206af3882afa9096b58f94ca8c946d41299ec57ce33fb64f7" }, { "storm_id": "187119", "lat": 30.5008, "lon": -88.1283, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3895.0, "ebshear": 28.0, "srh01": 48.0, "maxllaz": 0.003, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 41.5403 }, { "name": "alignment", "value": 2.7653 }, { "name": "tau", "value": 2.8989 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0856 }, "coherence_score": 2.8989343643188477, "coherence_diagnostics": { "tau": 2.8989343643188477, "grad_tau": 0.37034571170806885, "torsion": 0.0, "alignment": 2.7653379440307617, "S_field": 0.7624598145484924, "Gamma_field": 0.2678922712802887, "S_over_Gamma": 2.8461434841156006, "Da": 17.196422576904297, "E_coh": 0.8928245306015015, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.12, 30.54 ], [ -88.08, 30.54 ], [ -88.07, 30.52 ], [ -88.08, 30.45 ], [ -88.1, 30.43 ], [ -88.16, 30.44 ], [ -88.18, 30.48 ], [ -88.17, 30.49 ], [ -88.17, 30.52 ], [ -88.16, 30.53 ], [ -88.13, 30.53 ], [ -88.12, 30.54 ] ] ] }, "raw_probability": 0.0856, "confidence_lo": 0.0008, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0856, "probability": 0.001286, "confidence_lo": 0.000838, "confidence_hi": 0.001287, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3afde5d07d18616c0d7d01ecf6f54e35372e4402090ad016a99d381ce7b42800" }, "receipt_sha256": "3afde5d07d18616c0d7d01ecf6f54e35372e4402090ad016a99d381ce7b42800" }, { "storm_id": "186665", "lat": 44.3383, "lon": -71.0675, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 545.0, "ebshear": 21.0, "srh01": 32.0, "maxllaz": 0.006, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 39.1653 }, { "name": "alignment", "value": -2.3667 }, { "name": "tau", "value": 1.5349 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0842 }, "coherence_score": 1.5348836183547974, "coherence_diagnostics": { "tau": 1.5348836183547974, "grad_tau": 0.3765089809894562, "torsion": 0.0, "alignment": -2.3667490482330322, "S_field": 0.5963021516799927, "Gamma_field": 0.24622558057308197, "S_over_Gamma": 2.421771764755249, "Da": 15.55236530303955, "E_coh": 0.8683224320411682, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.04, 44.38 ], [ -71.02, 44.36 ], [ -71.02, 44.32 ], [ -71.04, 44.3 ], [ -71.04, 44.29 ], [ -71.11, 44.29 ], [ -71.12, 44.3 ], [ -71.12, 44.34 ], [ -71.11, 44.36 ], [ -71.09, 44.37 ], [ -71.06, 44.37 ], [ -71.04, 44.38 ] ] ] }, "raw_probability": 0.0842, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "49ec5b1f29deedb5f6964eedd3980e09fd5bb3b46112db6bdf15c85a54d34bb1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0842, "probability": 0.001162, "confidence_lo": 0.000838, "confidence_hi": 0.001163, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e0e5d1155786f6eb1b89ca84e01841124913e71abfaa88fd5fe6029bd6744e9f" }, "receipt_sha256": "e0e5d1155786f6eb1b89ca84e01841124913e71abfaa88fd5fe6029bd6744e9f" }, { "storm_id": "187093", "lat": 33.6344, "lon": -109.1144, "motion_east": 2.1, "motion_south": -1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1127.0, "ebshear": 28.0, "srh01": 50.0, "maxllaz": 0.002, "mesh": 0.45, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 49.0403 }, { "name": "alignment", "value": -0.1185 }, { "name": "tau", "value": 0.5891 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0839 }, "coherence_score": 0.5890711545944214, "coherence_diagnostics": { "tau": 0.5890711545944214, "grad_tau": 0.07336297631263733, "torsion": 0.0, "alignment": -0.11853507906198502, "S_field": 0.8018780946731567, "Gamma_field": 0.7103922367095947, "S_over_Gamma": 1.1287821531295776, "Da": 43.39346694946289, "E_coh": 0.9632917046546936, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.13, 33.68 ], [ -109.08, 33.68 ], [ -109.06, 33.65 ], [ -109.06, 33.62 ], [ -109.1, 33.58 ], [ -109.15, 33.58 ], [ -109.16, 33.6 ], [ -109.16, 33.64 ], [ -109.13, 33.68 ] ] ] }, "raw_probability": 0.0839, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6664f9843a0fe9035e8b615a196cf080bad1c2378422ff23397782d3f3ee51f7", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0839, "probability": 0.001162, "confidence_lo": 0.000838, "confidence_hi": 0.001163, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5792fb4cfb6eea49ec5e113c12b5ae436aa9fd72031ce55a48946d048519b646" }, "receipt_sha256": "5792fb4cfb6eea49ec5e113c12b5ae436aa9fd72031ce55a48946d048519b646" }, { "storm_id": "186815", "lat": 44.85, "lon": -72.3971, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1371.0, "ebshear": 19.0, "srh01": 16.0, "maxllaz": 0.003, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 40.5403 }, { "name": "alignment", "value": -1.9315 }, { "name": "tau", "value": 1.8508 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0817 }, "coherence_score": 1.850817322731018, "coherence_diagnostics": { "tau": 1.850817322731018, "grad_tau": 0.24747039377689362, "torsion": 0.0, "alignment": -1.931493878364563, "S_field": 0.5841435194015503, "Gamma_field": 0.2770589292049408, "S_over_Gamma": 2.108372926712036, "Da": 17.204919815063477, "E_coh": 0.8546773195266724, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -72.41, 44.87 ], [ -72.38, 44.87 ], [ -72.37, 44.86 ], [ -72.37, 44.81 ], [ -72.42, 44.81 ], [ -72.42, 44.86 ], [ -72.41, 44.87 ] ] ] }, "raw_probability": 0.0817, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "79d761cac54576892ddcd38abbaa045fd592c65c43d35c3db22816cdfe50b4df", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0817, "probability": 0.001047, "confidence_lo": 0.000838, "confidence_hi": 0.001047, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "33cc01223c84f23eee506719dee109725e7fb3443dda2beb02d588289cbb9be8" }, "receipt_sha256": "33cc01223c84f23eee506719dee109725e7fb3443dda2beb02d588289cbb9be8" }, { "storm_id": "186828", "lat": 40.6733, "lon": -80.1958, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1910.0, "ebshear": 18.0, "srh01": 34.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 33.0403 }, { "name": "alignment", "value": 3.0024 }, { "name": "tau", "value": 3.2771 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0801 }, "coherence_score": 3.2771406173706055, "coherence_diagnostics": { "tau": 3.2771406173706055, "grad_tau": 0.5191689729690552, "torsion": 0.0, "alignment": 3.0024397373199463, "S_field": 0.5880544781684875, "Gamma_field": 0.24622558057308197, "S_over_Gamma": 2.388275384902954, "Da": 13.90627384185791, "E_coh": 0.896621823310852, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.2, 40.72 ], [ -80.19, 40.71 ], [ -80.17, 40.71 ], [ -80.16, 40.69 ], [ -80.17, 40.68 ], [ -80.17, 40.64 ], [ -80.18, 40.63 ], [ -80.21, 40.63 ], [ -80.22, 40.62 ], [ -80.24, 40.63 ], [ -80.24, 40.7 ], [ -80.2, 40.72 ] ] ] }, "raw_probability": 0.0801, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1daca1e94d765951f4cc76e84d8a7785cec1d567043e249525e940ed5c5a1dc0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0801, "probability": 0.001047, "confidence_lo": 0.000838, "confidence_hi": 0.001047, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "78bdca3f9cb9f845588d98f0af322ef0e6545b07a758f3e2b48baf95476402ad" }, "receipt_sha256": "78bdca3f9cb9f845588d98f0af322ef0e6545b07a758f3e2b48baf95476402ad" }, { "storm_id": "187183", "lat": 35.3138, "lon": -108.5323, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.001, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 810.0, "ebshear": 19.0, "srh01": 4.0, "maxllaz": 0.002, "mesh": 0.52, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 27.5403 }, { "name": "alignment", "value": 7.2305 }, { "name": "tau", "value": 0.4533 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0792 }, "coherence_score": 0.45328229665756226, "coherence_diagnostics": { "tau": 0.45328229665756226, "grad_tau": 0.02927969954907894, "torsion": 0.0, "alignment": 7.230526447296143, "S_field": 0.3211055397987366, "Gamma_field": 0.7345589399337769, "S_over_Gamma": 0.4371406137943268, "Da": 42.34720993041992, "E_coh": 0.20595864951610565, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.54, 35.37 ], [ -108.48, 35.37 ], [ -108.48, 35.3 ], [ -108.51, 35.3 ], [ -108.53, 35.29 ], [ -108.54, 35.28 ], [ -108.53, 35.26 ], [ -108.55, 35.26 ], [ -108.56, 35.27 ], [ -108.56, 35.32 ], [ -108.55, 35.33 ], [ -108.55, 35.36 ], [ -108.54, 35.37 ] ] ] }, "raw_probability": 0.0792, "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": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4c4433ba1be14ff2119d5dd8ff53d28766de0812e930998f5629f03691279452", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0792, "probability": 0.001047, "confidence_lo": 0.000838, "confidence_hi": 0.001047, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "24e30f7fe9b2b06a193bde075d583e37ae1280361abbf83eeb4a50f7b8777e81" }, "receipt_sha256": "24e30f7fe9b2b06a193bde075d583e37ae1280361abbf83eeb4a50f7b8777e81" }, { "storm_id": "186571", "lat": 47.6269, "lon": -69.8856, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1083.0, "ebshear": 23.0, "srh01": 106.0, "maxllaz": 0.001, "mesh": 0.42, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 106.0 }, { "name": "hrrr_pwat", "value": 34.9153 }, { "name": "alignment", "value": -1.159 }, { "name": "tau", "value": 0.4919 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0781 }, "coherence_score": 0.49192899465560913, "coherence_diagnostics": { "tau": 0.49192899465560913, "grad_tau": 0.2562650144100189, "torsion": 0.0, "alignment": -1.1589674949645996, "S_field": 0.22731834650039673, "Gamma_field": 0.33455896377563477, "S_over_Gamma": 0.6794567704200745, "Da": 21.668079376220703, "E_coh": 0.7752783894538879, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.93, 47.67 ], [ -69.91, 47.67 ], [ -69.9, 47.66 ], [ -69.86, 47.66 ], [ -69.85, 47.65 ], [ -69.82, 47.65 ], [ -69.78, 47.61 ], [ -69.77, 47.59 ], [ -69.78, 47.56 ], [ -69.81, 47.54 ], [ -69.97, 47.56 ], [ -69.98, 47.58 ], [ -69.98, 47.64 ], [ -69.96, 47.66 ], [ -69.94, 47.66 ], [ -69.93, 47.67 ] ] ] }, "raw_probability": 0.0781, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "33f29034f047c1433e746d91c3e1a6af85e40d597187f833c364432b2247fe8a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0781, "probability": 0.000943, "confidence_lo": 0.000838, "confidence_hi": 0.000943, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f9510f0f5c655d3920140c97d15793c9a75a87cd8a08992511d0d17eb42e233e" }, "receipt_sha256": "f9510f0f5c655d3920140c97d15793c9a75a87cd8a08992511d0d17eb42e233e" }, { "storm_id": "186147", "lat": 45.0063, "lon": -76.21, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1223.0, "ebshear": 17.0, "srh01": 50.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 36.2903 }, { "name": "alignment", "value": 1.1579 }, { "name": "tau", "value": 1.7357 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0779 }, "coherence_score": 1.7357392311096191, "coherence_diagnostics": { "tau": 1.7357392311096191, "grad_tau": 0.26265180110931396, "torsion": 0.0, "alignment": 1.157916784286499, "S_field": 0.4248562455177307, "Gamma_field": 0.18539224565029144, "S_over_Gamma": 2.291661262512207, "Da": 11.053995132446289, "E_coh": 0.8844532370567322, "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": [ [ [ -76.21, 45.04 ], [ -76.2, 45.04 ], [ -76.18, 45.02 ], [ -76.18, 44.99 ], [ -76.2, 44.97 ], [ -76.24, 44.97 ], [ -76.26, 44.98 ], [ -76.21, 45.04 ] ] ] }, "raw_probability": 0.0779, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4c367288a83790319d9b926b6d7cc45d3f505fa033db87d72464ebe0c184c3e7", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0779, "probability": 0.000943, "confidence_lo": 0.000838, "confidence_hi": 0.000943, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e951f1238c9aecd05215bca7664b7f3b6c490422e6f00966a5c4baeccce67bb2" }, "receipt_sha256": "e951f1238c9aecd05215bca7664b7f3b6c490422e6f00966a5c4baeccce67bb2" }, { "storm_id": "186161", "lat": 37.27, "lon": -106.243, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1106.0, "ebshear": 21.0, "srh01": 33.0, "maxllaz": 0.002, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 22.5403 }, { "name": "alignment", "value": -2.1611 }, { "name": "tau", "value": 0.4147 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0776 }, "coherence_score": 0.4147071838378906, "coherence_diagnostics": { "tau": 0.4147071838378906, "grad_tau": 0.07737410813570023, "torsion": 0.0, "alignment": -2.1611168384552, "S_field": 0.23081521689891815, "Gamma_field": 0.53705894947052, "S_over_Gamma": 0.42977631092071533, "Da": 31.570201873779297, "E_coh": 0.721236526966095, "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": [ [ [ -106.27, 37.3 ], [ -106.22, 37.3 ], [ -106.21, 37.29 ], [ -106.21, 37.26 ], [ -106.2, 37.25 ], [ -106.23, 37.23 ], [ -106.26, 37.23 ], [ -106.28, 37.25 ], [ -106.28, 37.29 ], [ -106.27, 37.3 ] ] ] }, "raw_probability": 0.0776, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c7e07155025305c88ca81ccaab63d30a8b38d18be02aae988d593eed6b9e77bb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0776, "probability": 0.000943, "confidence_lo": 0.000838, "confidence_hi": 0.000943, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e20a08012bea712e8b0c89442b3f8975996f26a5645992de9ce913bc78405b7d" }, "receipt_sha256": "e20a08012bea712e8b0c89442b3f8975996f26a5645992de9ce913bc78405b7d" }, { "storm_id": "187266", "lat": 35.2244, "lon": -108.3367, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 833.0, "ebshear": 18.0, "srh01": 5.0, "maxllaz": 0.001, "mesh": 0.19, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 27.5403 }, { "name": "alignment", "value": 7.2305 }, { "name": "tau", "value": 0.4533 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0773 }, "coherence_score": 0.45328229665756226, "coherence_diagnostics": { "tau": 0.45328229665756226, "grad_tau": 0.02927969954907894, "torsion": 0.0, "alignment": 7.230526447296143, "S_field": 0.3211055397987366, "Gamma_field": 0.7345589399337769, "S_over_Gamma": 0.4371406137943268, "Da": 42.34720993041992, "E_coh": 0.20595864951610565, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.35, 35.26 ], [ -108.3, 35.25 ], [ -108.3, 35.21 ], [ -108.32, 35.21 ], [ -108.34, 35.19 ], [ -108.35, 35.19 ], [ -108.36, 35.2 ], [ -108.36, 35.25 ], [ -108.35, 35.26 ] ] ] }, "raw_probability": 0.0773, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0773, "probability": 0.000943, "confidence_lo": 0.000838, "confidence_hi": 0.000943, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7b93a0f028487baa350975b3e6a88e67a7fc82f20717f006da71fbc3f0ee8df5" }, "receipt_sha256": "7b93a0f028487baa350975b3e6a88e67a7fc82f20717f006da71fbc3f0ee8df5" }, { "storm_id": "186372", "lat": 46.5845, "lon": -70.2945, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1072.0, "ebshear": 18.0, "srh01": 73.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 26.7903 }, { "name": "alignment", "value": 0.2572 }, { "name": "tau", "value": 0.6597 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0748 }, "coherence_score": 0.6596787571907043, "coherence_diagnostics": { "tau": 0.6596787571907043, "grad_tau": 0.2610466778278351, "torsion": 0.0, "alignment": 0.2571507692337036, "S_field": 0.06797225028276443, "Gamma_field": 0.3253922760486603, "S_over_Gamma": 0.20889325439929962, "Da": 21.422805786132812, "E_coh": 0.28205400705337524, "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": [ [ [ -70.31, 46.62 ], [ -70.26, 46.62 ], [ -70.25, 46.61 ], [ -70.25, 46.59 ], [ -70.27, 46.58 ], [ -70.29, 46.56 ], [ -70.29, 46.55 ], [ -70.32, 46.54 ], [ -70.34, 46.55 ], [ -70.35, 46.59 ], [ -70.31, 46.62 ] ] ] }, "raw_probability": 0.0748, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "cc6673399b646eb97d5dfa030d91c8d004e48e7059b37384607caa59b71bd990", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0748, "probability": 0.000943, "confidence_lo": 0.000838, "confidence_hi": 0.000943, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8b53f47bed21e5eb00b854d7e3d3fa75ddc5d781455d13c6f6b4d7236aa8d2db" }, "receipt_sha256": "8b53f47bed21e5eb00b854d7e3d3fa75ddc5d781455d13c6f6b4d7236aa8d2db" }, { "storm_id": "187005", "lat": 47.5411, "lon": -70.2456, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 855.0, "ebshear": 19.0, "srh01": 64.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 64.0 }, { "name": "hrrr_pwat", "value": 34.9153 }, { "name": "alignment", "value": -1.159 }, { "name": "tau", "value": 0.4919 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0741 }, "coherence_score": 0.49192899465560913, "coherence_diagnostics": { "tau": 0.49192899465560913, "grad_tau": 0.2562650144100189, "torsion": 0.0, "alignment": -1.1589674949645996, "S_field": 0.22731834650039673, "Gamma_field": 0.33455896377563477, "S_over_Gamma": 0.6794567704200745, "Da": 21.668079376220703, "E_coh": 0.7752783894538879, "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": [ [ [ -70.26, 47.57 ], [ -70.22, 47.57 ], [ -70.21, 47.55 ], [ -70.22, 47.51 ], [ -70.24, 47.5 ], [ -70.26, 47.51 ], [ -70.27, 47.53 ], [ -70.27, 47.56 ], [ -70.26, 47.57 ] ] ] }, "raw_probability": 0.0741, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a0153520199618a5505ec760f8c5b63cd5f2461d68b6152ccc5eeceb1492cc63", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0741, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bcdb58c56832ca0ad721c65c9b8ab4e417fdb2114c775f3c0c9dc1bd70c6256b" }, "receipt_sha256": "bcdb58c56832ca0ad721c65c9b8ab4e417fdb2114c775f3c0c9dc1bd70c6256b" }, { "storm_id": "187239", "lat": 47.92, "lon": -71.2144, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1342.0, "ebshear": 17.0, "srh01": 59.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 59.0 }, { "name": "hrrr_pwat", "value": 35.1653 }, { "name": "alignment", "value": -1.6452 }, { "name": "tau", "value": 0.7063 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0739 }, "coherence_score": 0.7062850594520569, "coherence_diagnostics": { "tau": 0.7062850594520569, "grad_tau": 0.2701767086982727, "torsion": 0.0, "alignment": -1.645186185836792, "S_field": 0.4486176371574402, "Gamma_field": 0.2262255847454071, "S_over_Gamma": 1.9830543994903564, "Da": 14.348626136779785, "E_coh": 0.8668302297592163, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.23, 47.95 ], [ -71.19, 47.95 ], [ -71.18, 47.94 ], [ -71.18, 47.9 ], [ -71.21, 47.87 ], [ -71.23, 47.88 ], [ -71.24, 47.9 ], [ -71.24, 47.94 ], [ -71.23, 47.95 ] ] ] }, "raw_probability": 0.0739, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "917f94766cac333dcee8ba6992116b883b6b251060ebb2a24d8d984caa5ac55a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0739, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a52f725bc7ed24b9bd36d554768e6225fbf6b304eb7ea3f3a07a4b71b0448627" }, "receipt_sha256": "a52f725bc7ed24b9bd36d554768e6225fbf6b304eb7ea3f3a07a4b71b0448627" }, { "storm_id": "187244", "lat": 45.9803, "lon": -71.7503, "motion_east": 0.9, "motion_south": -7.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1452.0, "ebshear": 17.0, "srh01": 45.0, "maxllaz": 0.007, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 45.0 }, { "name": "hrrr_pwat", "value": 32.7903 }, { "name": "alignment", "value": 0.5358 }, { "name": "tau", "value": 1.2719 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0737 }, "coherence_score": 1.2719346284866333, "coherence_diagnostics": { "tau": 1.2719346284866333, "grad_tau": 0.37257120013237, "torsion": 0.0, "alignment": 0.535788357257843, "S_field": 0.3689584732055664, "Gamma_field": 0.29205894470214844, "S_over_Gamma": 1.2633013725280762, "Da": 18.617019653320312, "E_coh": 0.8452884554862976, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.61, 46.14 ], [ -71.56, 46.14 ], [ -71.55, 46.13 ], [ -71.54, 46.11 ], [ -71.55, 46.07 ], [ -71.56, 46.07 ], [ -71.59, 46.04 ], [ -71.6, 46.04 ], [ -71.64, 46.01 ], [ -71.67, 46.01 ], [ -71.68, 46.0 ], [ -71.7, 46.01 ], [ -71.74, 46.01 ], [ -71.76, 46.0 ], [ -71.78, 45.98 ], [ -71.78, 45.96 ], [ -71.8, 45.94 ], [ -71.8, 45.91 ], [ -71.81, 45.89 ], [ -71.85, 45.89 ], [ -71.87, 45.87 ], [ -71.87, 45.81 ], [ -71.89, 45.79 ], [ -71.93, 45.79 ], [ -71.94, 45.8 ], [ -71.93, 45.81 ], [ -71.89, 45.82 ], [ -71.88, 45.83 ], [ -71.88, 45.87 ], [ -71.86, 45.9 ], [ -71.86, 45.96 ], [ -71.83, 46.0 ], [ -71.84, 46.03 ], [ -71.8, 46.07 ], [ -71.78, 46.07 ], [ -71.73, 46.1 ], [ -71.67, 46.1 ], [ -71.63, 46.12 ], [ -71.61, 46.14 ] ] ] }, "raw_probability": 0.0737, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1257d1f3302a3978b76a17b4fdb6200532f2c394f10a372929810f8c47441ebf", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0737, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "39c2dcf2dd93af076c2b7657cbe1c75cabb0a43f89750f44553d3661d08263e4" }, "receipt_sha256": "39c2dcf2dd93af076c2b7657cbe1c75cabb0a43f89750f44553d3661d08263e4" }, { "storm_id": "187152", "lat": 48.3158, "lon": -74.2558, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 309.0, "ebshear": 19.0, "srh01": 31.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 32.1653 }, { "name": "alignment", "value": -1.9434 }, { "name": "tau", "value": 0.4847 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0722 }, "coherence_score": 0.4847221374511719, "coherence_diagnostics": { "tau": 0.4847221374511719, "grad_tau": 0.4458708167076111, "torsion": 0.0, "alignment": -1.9434159994125366, "S_field": 0.22257141768932343, "Gamma_field": 0.19205892086029053, "S_over_Gamma": 1.1588704586029053, "Da": 12.279653549194336, "E_coh": 0.38321954011917114, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.32, 48.38 ], [ -74.17, 48.38 ], [ -74.16, 48.37 ], [ -74.16, 48.32 ], [ -74.18, 48.31 ], [ -74.22, 48.27 ], [ -74.23, 48.27 ], [ -74.27, 48.23 ], [ -74.28, 48.23 ], [ -74.38, 48.3 ], [ -74.38, 48.35 ], [ -74.32, 48.38 ] ] ] }, "raw_probability": 0.0722, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6fa6d5022f709115430e127443e86c21232d8af21da18ffeabe112f0e43547cc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0722, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8e7c65fdf96293a8b6629237717b69475e7ede5131fa01e5db0e8ed9342085f5" }, "receipt_sha256": "8e7c65fdf96293a8b6629237717b69475e7ede5131fa01e5db0e8ed9342085f5" }, { "storm_id": "187240", "lat": 47.7912, "lon": -70.9412, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 960.0, "ebshear": 16.0, "srh01": 57.0, "maxllaz": 0.001, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 57.0 }, { "name": "hrrr_pwat", "value": 35.1653 }, { "name": "alignment", "value": -1.6452 }, { "name": "tau", "value": 0.7063 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0692 }, "coherence_score": 0.7062850594520569, "coherence_diagnostics": { "tau": 0.7062850594520569, "grad_tau": 0.2701767086982727, "torsion": 0.0, "alignment": -1.645186185836792, "S_field": 0.4486176371574402, "Gamma_field": 0.2262255847454071, "S_over_Gamma": 1.9830543994903564, "Da": 14.348626136779785, "E_coh": 0.8668302297592163, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -70.97, 47.82 ], [ -70.92, 47.82 ], [ -70.91, 47.81 ], [ -70.91, 47.77 ], [ -70.92, 47.76 ], [ -70.96, 47.76 ], [ -70.97, 47.77 ], [ -70.97, 47.82 ] ] ] }, "raw_probability": 0.0692, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "31ac31bf79147e2b3285f11d7029cb30b21ee2593d09e5547c33fc7cceb58453", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0692, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a27a2dbd81c61c3c4fb05d217ee5617013d29f4842baf47dc8cd583626656b5" }, "receipt_sha256": "1a27a2dbd81c61c3c4fb05d217ee5617013d29f4842baf47dc8cd583626656b5" }, { "storm_id": "186529", "lat": 44.0891, "lon": -75.4491, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 923.0, "ebshear": 16.0, "srh01": 52.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 52.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -1.2071 }, { "name": "tau", "value": 1.9527 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0691 }, "coherence_score": 1.9527033567428589, "coherence_diagnostics": { "tau": 1.9527033567428589, "grad_tau": 0.1019534096121788, "torsion": 0.0, "alignment": -1.2070889472961426, "S_field": 0.33678239583969116, "Gamma_field": 0.18039225041866302, "S_over_Gamma": 1.8669449090957642, "Da": 11.807613372802734, "E_coh": 0.8995711207389832, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.46, 44.14 ], [ -75.43, 44.14 ], [ -75.41, 44.13 ], [ -75.4, 44.11 ], [ -75.4, 44.04 ], [ -75.44, 44.01 ], [ -75.46, 44.02 ], [ -75.5, 44.06 ], [ -75.49, 44.08 ], [ -75.49, 44.11 ], [ -75.46, 44.14 ] ] ] }, "raw_probability": 0.0691, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9ff0ee775cfa8203c67b13c98941a2b2009a4bc5c50eb83be2af6dabb6961ce5", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0691, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c1dcc4cbe89eb11238abb68e86b633fdfe1fa4a92122bd4b1fc7e644963543ac" }, "receipt_sha256": "c1dcc4cbe89eb11238abb68e86b633fdfe1fa4a92122bd4b1fc7e644963543ac" }, { "storm_id": "186710", "lat": 28.3233, "lon": -87.3922, "motion_east": 3.0, "motion_south": 5.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3987.0, "ebshear": 29.0, "srh01": 29.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": -0.0426 }, { "name": "tau", "value": 3.0432 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0686 }, "coherence_score": 3.043238639831543, "coherence_diagnostics": { "tau": 3.043238639831543, "grad_tau": 0.3845267593860626, "torsion": 0.0, "alignment": -0.04261845350265503, "S_field": 0.723780632019043, "Gamma_field": 0.20455892384052277, "S_over_Gamma": 3.538250207901001, "Da": 13.180597305297852, "E_coh": 0.9616503119468689, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -87.41, 28.35 ], [ -87.37, 28.35 ], [ -87.36, 28.34 ], [ -87.36, 28.3 ], [ -87.37, 28.29 ], [ -87.41, 28.29 ], [ -87.42, 28.3 ], [ -87.42, 28.34 ], [ -87.41, 28.35 ] ] ] }, "raw_probability": 0.0686, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "958d72078d5ded8620f8e8813c51f1e57495f761b44c908608a3dc8c8811c5be", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0686, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cb8838c4c48835f46e78bcfae01c1f51309e34a75109b7e99b6e0b3bd18d6969" }, "receipt_sha256": "cb8838c4c48835f46e78bcfae01c1f51309e34a75109b7e99b6e0b3bd18d6969" }, { "storm_id": "187028", "lat": 27.0938, "lon": -81.8225, "motion_east": 6.2, "motion_south": 5.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2667.0, "ebshear": 15.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 45.2903 }, { "name": "alignment", "value": -1.3293 }, { "name": "tau", "value": 1.8657 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0683 }, "coherence_score": 1.8657307624816895, "coherence_diagnostics": { "tau": 1.8657307624816895, "grad_tau": 0.5726867914199829, "torsion": 0.0, "alignment": -1.3292875289916992, "S_field": 0.8993899822235107, "Gamma_field": 0.2078922539949417, "S_over_Gamma": 4.326231479644775, "Da": 13.21956729888916, "E_coh": 0.9569427371025085, "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": [ [ [ -81.81, 27.16 ], [ -81.79, 27.15 ], [ -81.76, 27.15 ], [ -81.75, 27.14 ], [ -81.75, 27.1 ], [ -81.76, 27.08 ], [ -81.78, 27.06 ], [ -81.78, 27.05 ], [ -81.83, 27.01 ], [ -81.88, 27.01 ], [ -81.9, 27.02 ], [ -81.92, 27.04 ], [ -81.92, 27.09 ], [ -81.87, 27.14 ], [ -81.85, 27.14 ], [ -81.81, 27.16 ] ] ] }, "raw_probability": 0.0683, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "97e356ea6b9ec1f32f7c7b906b3dfc27847052e41a28b1faa517f8ce7b2545de", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0683, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bce216905bb2c9f7e851be6d059e06bf7ee38333134b75305b3dad97de52d601" }, "receipt_sha256": "bce216905bb2c9f7e851be6d059e06bf7ee38333134b75305b3dad97de52d601" }, { "storm_id": "186892", "lat": 42.1808, "lon": -78.0008, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1305.0, "ebshear": 18.0, "srh01": 30.0, "maxllaz": 0.002, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 35.1653 }, { "name": "alignment", "value": 4.7257 }, { "name": "tau", "value": 2.7576 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0679 }, "coherence_score": 2.757633924484253, "coherence_diagnostics": { "tau": 2.757633924484253, "grad_tau": 0.3999010920524597, "torsion": 0.0, "alignment": 4.725737571716309, "S_field": 0.5672903060913086, "Gamma_field": 0.19289225339889526, "S_over_Gamma": 2.940969944000244, "Da": 11.187010765075684, "E_coh": 0.878754198551178, "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": [ [ [ -78.07, 42.23 ], [ -78.02, 42.23 ], [ -77.97, 42.18 ], [ -77.94, 42.18 ], [ -77.93, 42.17 ], [ -77.93, 42.14 ], [ -77.95, 42.13 ], [ -77.98, 42.13 ], [ -78.02, 42.17 ], [ -78.06, 42.18 ], [ -78.07, 42.2 ], [ -78.07, 42.23 ] ] ] }, "raw_probability": 0.0679, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e0ac4ec5ffa5b908a6843095c981cd14f27bfe81f808fd242dd2e1a9cd4eb698", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0679, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d95ea40f8f72b03e559aec9ee7b897a2f424e8dcf59c391cfb2369820cfb4497" }, "receipt_sha256": "d95ea40f8f72b03e559aec9ee7b897a2f424e8dcf59c391cfb2369820cfb4497" }, { "storm_id": "186784", "lat": 27.0956, "lon": -81.3825, "motion_east": 5.5, "motion_south": 5.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3514.0, "ebshear": 16.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.24, "flash_rate": 14.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": -0.6349 }, { "name": "tau", "value": 1.6611 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0672 }, "coherence_score": 1.6611438989639282, "coherence_diagnostics": { "tau": 1.6611438989639282, "grad_tau": 0.49801698327064514, "torsion": 0.0, "alignment": -0.6348881721496582, "S_field": 0.6908602118492126, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 3.0765209197998047, "Da": 14.102347373962402, "E_coh": 0.9780398607254028, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -81.42, 27.17 ], [ -81.37, 27.17 ], [ -81.34, 27.15 ], [ -81.3, 27.15 ], [ -81.27, 27.12 ], [ -81.27, 27.08 ], [ -81.29, 27.06 ], [ -81.37, 27.02 ], [ -81.41, 27.02 ], [ -81.42, 27.03 ], [ -81.44, 27.03 ], [ -81.44, 27.04 ], [ -81.46, 27.06 ], [ -81.46, 27.11 ], [ -81.44, 27.15 ], [ -81.42, 27.17 ] ] ] }, "raw_probability": 0.0672, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7d3571a727572d14680e1e4872b58b07b4cee710550ccd232d66d3ab6ee61337", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0672, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a1570a74237429749037e5653e38180fd123b057cd7355194824886415e77ce8" }, "receipt_sha256": "a1570a74237429749037e5653e38180fd123b057cd7355194824886415e77ce8" }, { "storm_id": "187212", "lat": 42.206, "lon": -113.752, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 674.0, "ebshear": 22.0, "srh01": 50.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 50.0 }, { "name": "hrrr_pwat", "value": 6.4153 }, { "name": "alignment", "value": 1.1692 }, { "name": "tau", "value": 0.2959 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0667 }, "coherence_score": 0.2959071397781372, "coherence_diagnostics": { "tau": 0.2959071397781372, "grad_tau": 0.037777889519929886, "torsion": 0.0, "alignment": 1.169155240058899, "S_field": 0.07145002484321594, "Gamma_field": 0.571225643157959, "S_over_Gamma": 0.12508195638656616, "Da": 32.773738861083984, "E_coh": 0.281834214925766, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.77, 42.24 ], [ -113.72, 42.24 ], [ -113.7, 42.23 ], [ -113.7, 42.16 ], [ -113.72, 42.15 ], [ -113.78, 42.16 ], [ -113.78, 42.2 ], [ -113.79, 42.21 ], [ -113.79, 42.23 ], [ -113.77, 42.24 ] ] ] }, "raw_probability": 0.0667, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c871ef2432e1db28bd5a9dba5769eefccacb7dc08a91386e64389d9febdb95ed", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0667, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "36d3a6a10ca90af8ba51d4521d4223c773f37fe45facd7adb826b472f9401734" }, "receipt_sha256": "36d3a6a10ca90af8ba51d4521d4223c773f37fe45facd7adb826b472f9401734" }, { "storm_id": "186788", "lat": 44.4389, "lon": -75.4278, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1285.0, "ebshear": 18.0, "srh01": 46.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 46.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -1.2071 }, { "name": "tau", "value": 1.9527 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0661 }, "coherence_score": 1.9527033567428589, "coherence_diagnostics": { "tau": 1.9527033567428589, "grad_tau": 0.1019534096121788, "torsion": 0.0, "alignment": -1.2070889472961426, "S_field": 0.33678239583969116, "Gamma_field": 0.18039225041866302, "S_over_Gamma": 1.8669449090957642, "Da": 11.807613372802734, "E_coh": 0.8995711207389832, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.45, 44.47 ], [ -75.4, 44.47 ], [ -75.39, 44.46 ], [ -75.39, 44.41 ], [ -75.4, 44.4 ], [ -75.45, 44.4 ], [ -75.46, 44.41 ], [ -75.46, 44.46 ], [ -75.45, 44.47 ] ] ] }, "raw_probability": 0.0661, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "290c28b330ec4f37400227dc0c5e1d9dcf6a7f2bd1d53a69e05a70df51b277f1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0661, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6cea3f7c4aa9a5d0e2e1ce483da3ed0b944a51a3689dc27e098a38d00298efcf" }, "receipt_sha256": "6cea3f7c4aa9a5d0e2e1ce483da3ed0b944a51a3689dc27e098a38d00298efcf" }, { "storm_id": "186939", "lat": 35.1942, "lon": -111.0958, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 659.0, "ebshear": 32.0, "srh01": 35.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -1.0218 }, { "name": "tau", "value": 0.4402 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.066 }, "coherence_score": 0.4402313828468323, "coherence_diagnostics": { "tau": 0.4402313828468323, "grad_tau": 0.1215440034866333, "torsion": 0.0, "alignment": -1.0218110084533691, "S_field": 0.30962446331977844, "Gamma_field": 0.6303922533988953, "S_over_Gamma": 0.491161584854126, "Da": 37.63600540161133, "E_coh": 0.9157573580741882, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.14, 35.24 ], [ -111.12, 35.24 ], [ -111.08, 35.21 ], [ -111.06, 35.21 ], [ -111.04, 35.17 ], [ -111.04, 35.14 ], [ -111.05, 35.13 ], [ -111.11, 35.16 ], [ -111.11, 35.17 ], [ -111.13, 35.19 ], [ -111.13, 35.23 ], [ -111.14, 35.24 ] ] ] }, "raw_probability": 0.066, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.066, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d947fea18f6ed56102f493981e9239ea16bd86e46fd04cd3846421cb5c14aa04" }, "receipt_sha256": "d947fea18f6ed56102f493981e9239ea16bd86e46fd04cd3846421cb5c14aa04" }, { "storm_id": "187141", "lat": 28.0429, "lon": -81.8114, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2068.0, "ebshear": 11.0, "srh01": 19.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 56.5403 }, { "name": "alignment", "value": -1.6741 }, { "name": "tau", "value": 2.623 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0649 }, "coherence_score": 2.623011827468872, "coherence_diagnostics": { "tau": 2.623011827468872, "grad_tau": 0.6811255216598511, "torsion": 0.0, "alignment": -1.6740717887878418, "S_field": 1.000098466873169, "Gamma_field": 0.20622558891773224, "S_over_Gamma": 4.849536418914795, "Da": 12.623456954956055, "E_coh": 0.9625042676925659, "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": [ [ [ -81.83, 28.07 ], [ -81.78, 28.07 ], [ -81.77, 28.04 ], [ -81.79, 28.0 ], [ -81.84, 28.0 ], [ -81.84, 28.05 ], [ -81.83, 28.07 ] ] ] }, "raw_probability": 0.0649, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c6bead25ca10d1522fce4627e56c6cc7ebc977cbfc4a62b498a5291d7e0a76d6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0649, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "403e1c8d2add6cbbe7d6ccec358e8662912990397ad5475e62946eb658f1f19f" }, "receipt_sha256": "403e1c8d2add6cbbe7d6ccec358e8662912990397ad5475e62946eb658f1f19f" }, { "storm_id": "187242", "lat": 46.742, "lon": -69.666, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1299.0, "ebshear": 19.0, "srh01": 51.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 51.0 }, { "name": "hrrr_pwat", "value": 33.2903 }, { "name": "alignment", "value": -0.3603 }, { "name": "tau", "value": 0.6048 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0648 }, "coherence_score": 0.6047719717025757, "coherence_diagnostics": { "tau": 0.6047719717025757, "grad_tau": 0.23855547606945038, "torsion": 0.0, "alignment": -0.36034154891967773, "S_field": 0.23060670495033264, "Gamma_field": 0.3445589542388916, "S_over_Gamma": 0.6692808270454407, "Da": 21.873620986938477, "E_coh": 0.7049828767776489, "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": [ [ [ -69.68, 46.78 ], [ -69.67, 46.77 ], [ -69.64, 46.77 ], [ -69.63, 46.75 ], [ -69.63, 46.71 ], [ -69.64, 46.7 ], [ -69.69, 46.7 ], [ -69.7, 46.71 ], [ -69.7, 46.75 ], [ -69.68, 46.78 ] ] ] }, "raw_probability": 0.0648, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2df8ce73348c3d46efeb0014ea842141d35b2643cef599603d1fa7deee3b5431", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0648, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "23c44dcb559383cf4e53d1322cb41520a96044b43bddbb903745ce29868c5d42" }, "receipt_sha256": "23c44dcb559383cf4e53d1322cb41520a96044b43bddbb903745ce29868c5d42" }, { "storm_id": "186820", "lat": 42.7415, "lon": -77.7323, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1356.0, "ebshear": 17.0, "srh01": 31.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 31.0 }, { "name": "hrrr_pwat", "value": 37.2903 }, { "name": "alignment", "value": 1.1228 }, { "name": "tau", "value": 2.4539 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0644 }, "coherence_score": 2.4539480209350586, "coherence_diagnostics": { "tau": 2.4539480209350586, "grad_tau": 0.37902218103408813, "torsion": 0.0, "alignment": 1.1227877140045166, "S_field": 0.5944067239761353, "Gamma_field": 0.23205892741680145, "S_over_Gamma": 2.5614473819732666, "Da": 13.499685287475586, "E_coh": 0.8924387693405151, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.81, 42.78 ], [ -77.74, 42.78 ], [ -77.73, 42.77 ], [ -77.65, 42.78 ], [ -77.63, 42.76 ], [ -77.63, 42.73 ], [ -77.66, 42.7 ], [ -77.7, 42.7 ], [ -77.71, 42.69 ], [ -77.79, 42.69 ], [ -77.83, 42.71 ], [ -77.83, 42.77 ], [ -77.81, 42.78 ] ] ] }, "raw_probability": 0.0644, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0644, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e2117090225760ebefdb2d99e2071fbaa64b10a10814898f13309c93e0cbd714" }, "receipt_sha256": "e2117090225760ebefdb2d99e2071fbaa64b10a10814898f13309c93e0cbd714" }, { "storm_id": "187075", "lat": 50.2429, "lon": -70.2964, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 31.1653 }, { "name": "alignment", "value": -3.6932 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.064 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2745550870895386, "torsion": 0.0, "alignment": -3.69315242767334, "S_field": 0.08579042553901672, "Gamma_field": 0.28705891966819763, "S_over_Gamma": 0.29885998368263245, "Da": 18.316492080688477, "E_coh": 0.34673163294792175, "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": [ [ [ -70.28, 50.29 ], [ -70.24, 50.29 ], [ -70.23, 50.28 ], [ -70.23, 50.23 ], [ -70.27, 50.19 ], [ -70.32, 50.19 ], [ -70.33, 50.18 ], [ -70.35, 50.2 ], [ -70.33, 50.22 ], [ -70.33, 50.24 ], [ -70.34, 50.25 ], [ -70.33, 50.27 ], [ -70.29, 50.28 ], [ -70.28, 50.29 ] ] ] }, "raw_probability": 0.064, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d32dd22fd2309c98016b383c0b2c279b59374ed293093ea355b4e274df138523", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.064, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e7ebce3d12d3493c2ab22aaeb9ea7f9348adaabec83a2a75ab3e229a51f809c3" }, "receipt_sha256": "e7ebce3d12d3493c2ab22aaeb9ea7f9348adaabec83a2a75ab3e229a51f809c3" }, { "storm_id": "186685", "lat": 33.4731, "lon": -108.7969, "motion_east": -1.0, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1201.0, "ebshear": 25.0, "srh01": 40.0, "maxllaz": 0.002, "mesh": 1.0, "flash_rate": 16.0, "top_features": [ { "name": "srh01", "value": 40.0 }, { "name": "hrrr_pwat", "value": 37.7903 }, { "name": "alignment", "value": 2.0511 }, { "name": "tau", "value": 0.5838 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0632 }, "coherence_score": 0.5837527513504028, "coherence_diagnostics": { "tau": 0.5837527513504028, "grad_tau": 0.06077419966459274, "torsion": 0.0, "alignment": 2.0510857105255127, "S_field": 0.6610639095306396, "Gamma_field": 0.7162255644798279, "S_over_Gamma": 0.9229828715324402, "Da": 44.3896369934082, "E_coh": 0.9153621196746826, "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": [ [ [ -108.79, 33.55 ], [ -108.74, 33.55 ], [ -108.73, 33.54 ], [ -108.73, 33.49 ], [ -108.74, 33.48 ], [ -108.74, 33.41 ], [ -108.76, 33.38 ], [ -108.85, 33.38 ], [ -108.88, 33.41 ], [ -108.89, 33.41 ], [ -108.89, 33.47 ], [ -108.83, 33.53 ], [ -108.79, 33.55 ] ] ] }, "raw_probability": 0.0632, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0632, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "26e5cb7c4a71f9f0f601996cb1c59587b14083be7ff665473765da16bb48575f" }, "receipt_sha256": "26e5cb7c4a71f9f0f601996cb1c59587b14083be7ff665473765da16bb48575f" }, { "storm_id": "186666", "lat": 44.0376, "lon": -103.9612, "motion_east": 3.8, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 631.0, "ebshear": 26.0, "srh01": 30.0, "maxllaz": 0.003, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 20.2903 }, { "name": "alignment", "value": -1.1627 }, { "name": "tau", "value": 0.321 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0611 }, "coherence_score": 0.3210390508174896, "coherence_diagnostics": { "tau": 0.3210390508174896, "grad_tau": 0.01962593011558056, "torsion": 0.0, "alignment": -1.1626825332641602, "S_field": 0.12791138887405396, "Gamma_field": 0.46122559905052185, "S_over_Gamma": 0.27732932567596436, "Da": 28.09576416015625, "E_coh": 0.34241360425949097, "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": [ [ [ -103.96, 44.1 ], [ -103.9, 44.1 ], [ -103.88, 44.08 ], [ -103.85, 44.07 ], [ -103.85, 44.01 ], [ -103.89, 43.98 ], [ -103.94, 43.98 ], [ -103.95, 43.97 ], [ -104.0, 44.0 ], [ -104.04, 44.0 ], [ -104.05, 43.99 ], [ -104.06, 44.0 ], [ -104.02, 44.03 ], [ -104.01, 44.07 ], [ -104.0, 44.08 ], [ -103.98, 44.08 ], [ -103.96, 44.1 ] ] ] }, "raw_probability": 0.0611, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9ceb1bfee4826876491382b2d79c69fb19c44ae160a50b7caca57dbf0f9e85a0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0611, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fdf04aa6dcd705aef485ab939f599b4be7fecd26b182594fd0b599f9c12c0db1" }, "receipt_sha256": "fdf04aa6dcd705aef485ab939f599b4be7fecd26b182594fd0b599f9c12c0db1" }, { "storm_id": "186712", "lat": 26.8329, "lon": -81.6329, "motion_east": 8.1, "motion_south": 5.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3429.0, "ebshear": 19.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": -0.6349 }, { "name": "tau", "value": 1.6611 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0609 }, "coherence_score": 1.6611438989639282, "coherence_diagnostics": { "tau": 1.6611438989639282, "grad_tau": 0.49801698327064514, "torsion": 0.0, "alignment": -0.6348881721496582, "S_field": 0.6908602118492126, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 3.0765209197998047, "Da": 14.102347373962402, "E_coh": 0.9780398607254028, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -81.68, 26.88 ], [ -81.61, 26.88 ], [ -81.6, 26.87 ], [ -81.55, 26.87 ], [ -81.54, 26.86 ], [ -81.54, 26.81 ], [ -81.56, 26.79 ], [ -81.6, 26.79 ], [ -81.63, 26.77 ], [ -81.69, 26.76 ], [ -81.74, 26.8 ], [ -81.74, 26.83 ], [ -81.7, 26.87 ], [ -81.68, 26.88 ] ] ] }, "raw_probability": 0.0609, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0609, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "568e2aa0f316305adfad5507e4248e601d82daf98c095a0a9a3acfb09242ddc3" }, "receipt_sha256": "568e2aa0f316305adfad5507e4248e601d82daf98c095a0a9a3acfb09242ddc3" }, { "storm_id": "187232", "lat": 50.7618, "lon": -67.62, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 21.0403 }, { "name": "alignment", "value": 2.6193 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0602 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.10106629878282547, "torsion": 0.0, "alignment": 2.61934757232666, "S_field": 0.09940844774246216, "Gamma_field": 0.1612255871295929, "S_over_Gamma": 0.6165798306465149, "Da": 10.054744720458984, "E_coh": 0.5034363269805908, "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": [ [ [ -67.65, 50.8 ], [ -67.61, 50.8 ], [ -67.61, 50.77 ], [ -67.58, 50.74 ], [ -67.58, 50.73 ], [ -67.6, 50.73 ], [ -67.61, 50.72 ], [ -67.67, 50.73 ], [ -67.63, 50.77 ], [ -67.63, 50.79 ], [ -67.65, 50.8 ] ] ] }, "raw_probability": 0.0602, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0602, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "51387cc2698a8a9a59881720622081489b3a1201384783066b7ac0581bccfc1a" }, "receipt_sha256": "51387cc2698a8a9a59881720622081489b3a1201384783066b7ac0581bccfc1a" }, { "storm_id": "187234", "lat": 50.2803, "lon": -68.0393, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 22.7903 }, { "name": "alignment", "value": 0.4318 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0602 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.14351780712604523, "torsion": 0.0, "alignment": 0.43184757232666016, "S_field": 0.07866259664297104, "Gamma_field": 0.15955892205238342, "S_over_Gamma": 0.4930002987384796, "Da": 9.86828327178955, "E_coh": 0.3508039712905884, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.03, 50.32 ], [ -68.02, 50.31 ], [ -68.03, 50.3 ], [ -68.03, 50.29 ], [ -68.02, 50.28 ], [ -68.02, 50.27 ], [ -68.01, 50.26 ], [ -68.0, 50.25 ], [ -68.01, 50.24 ], [ -68.02, 50.24 ], [ -68.03, 50.24 ], [ -68.04, 50.24 ], [ -68.05, 50.24 ], [ -68.06, 50.25 ], [ -68.07, 50.25 ], [ -68.07, 50.26 ], [ -68.06, 50.27 ], [ -68.06, 50.28 ], [ -68.05, 50.28 ], [ -68.04, 50.28 ], [ -68.03, 50.29 ], [ -68.03, 50.3 ], [ -68.04, 50.31 ], [ -68.05, 50.3 ], [ -68.06, 50.3 ], [ -68.07, 50.31 ], [ -68.06, 50.31 ], [ -68.05, 50.31 ], [ -68.04, 50.31 ], [ -68.03, 50.32 ] ] ] }, "raw_probability": 0.0602, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0602, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "51387cc2698a8a9a59881720622081489b3a1201384783066b7ac0581bccfc1a" }, "receipt_sha256": "51387cc2698a8a9a59881720622081489b3a1201384783066b7ac0581bccfc1a" }, { "storm_id": "187220", "lat": 39.75, "lon": -107.497, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 642.0, "ebshear": 8.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 22.1653 }, { "name": "alignment", "value": -2.9728 }, { "name": "tau", "value": 0.3265 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0599 }, "coherence_score": 0.32646283507347107, "coherence_diagnostics": { "tau": 0.32646283507347107, "grad_tau": 0.04274648427963257, "torsion": 0.0, "alignment": -2.9727964401245117, "S_field": 0.21417999267578125, "Gamma_field": 0.618725597858429, "S_over_Gamma": 0.3461631238460541, "Da": 37.273399353027344, "E_coh": 0.7638402581214905, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.51, 39.78 ], [ -107.47, 39.78 ], [ -107.46, 39.77 ], [ -107.46, 39.73 ], [ -107.48, 39.71 ], [ -107.51, 39.71 ], [ -107.53, 39.73 ], [ -107.52, 39.74 ], [ -107.52, 39.77 ], [ -107.51, 39.78 ] ] ] }, "raw_probability": 0.0599, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0599, "probability": 0.000875, "confidence_lo": 0.000838, "confidence_hi": 0.000875, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2ce58993c1130cf9fea17204b26359ed3bedbf6f8ea6031bbc654700f851ca5f" }, "receipt_sha256": "2ce58993c1130cf9fea17204b26359ed3bedbf6f8ea6031bbc654700f851ca5f" }, { "storm_id": "187077", "lat": 46.1827, "lon": -76.9291, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1060.0, "ebshear": 12.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 37.4153 }, { "name": "alignment", "value": -1.9531 }, { "name": "tau", "value": 1.2599 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0595 }, "coherence_score": 1.2598719596862793, "coherence_diagnostics": { "tau": 1.2598719596862793, "grad_tau": 0.3182717263698578, "torsion": 0.0, "alignment": -1.9530742168426514, "S_field": 0.30843785405158997, "Gamma_field": 0.16955892741680145, "S_over_Gamma": 1.81905996799469, "Da": 10.659124374389648, "E_coh": 0.755801796913147, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.94, 46.22 ], [ -76.89, 46.21 ], [ -76.89, 46.19 ], [ -76.9, 46.18 ], [ -76.89, 46.16 ], [ -76.9, 46.14 ], [ -76.97, 46.14 ], [ -76.97, 46.17 ], [ -76.96, 46.18 ], [ -76.97, 46.2 ], [ -76.94, 46.22 ] ] ] }, "raw_probability": 0.0595, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "76ff94b20d11a7c680c7ad08c3493239a48cb0dc98b773f5d077c29b5e9e71de", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0595, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c61cd5b6153dfbbafca9f08fc5933782cc84cd5e631ad3fe0084e5ca84b2b576" }, "receipt_sha256": "c61cd5b6153dfbbafca9f08fc5933782cc84cd5e631ad3fe0084e5ca84b2b576" }, { "storm_id": "187044", "lat": 39.811, "lon": -105.613, "motion_east": 5.1, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 982.0, "ebshear": 23.0, "srh01": 43.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 25.0403 }, { "name": "alignment", "value": 1.689 }, { "name": "tau", "value": 0.3687 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0594 }, "coherence_score": 0.36871692538261414, "coherence_diagnostics": { "tau": 0.36871692538261414, "grad_tau": 0.09153547883033752, "torsion": 0.0, "alignment": 1.6890263557434082, "S_field": 0.18613871932029724, "Gamma_field": 0.9128923416137695, "S_over_Gamma": 0.20389996469020844, "Da": 56.56356430053711, "E_coh": 0.6674591302871704, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.65, 39.84 ], [ -105.58, 39.84 ], [ -105.57, 39.83 ], [ -105.54, 39.83 ], [ -105.54, 39.8 ], [ -105.59, 39.76 ], [ -105.65, 39.76 ], [ -105.68, 39.79 ], [ -105.68, 39.82 ], [ -105.65, 39.84 ] ] ] }, "raw_probability": 0.0594, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "353fa0a45dc4a6ca6583c44c26871bcff55e4e50fea5a994f24ae929679b3e26", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0594, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "042b166692cb547d220e3d7791f6663c53b6aec090edb3b6ca067a5b68cc2637" }, "receipt_sha256": "042b166692cb547d220e3d7791f6663c53b6aec090edb3b6ca067a5b68cc2637" }, { "storm_id": "187092", "lat": 33.9433, "lon": -109.74, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1817.0, "ebshear": 30.0, "srh01": 44.0, "maxllaz": 0.002, "mesh": 0.27, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 44.4153 }, { "name": "alignment", "value": 3.3169 }, { "name": "tau", "value": 0.4613 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0592 }, "coherence_score": 0.4613415598869324, "coherence_diagnostics": { "tau": 0.4613415598869324, "grad_tau": 0.06702280789613724, "torsion": 0.0, "alignment": 3.316854953765869, "S_field": 0.33080729842185974, "Gamma_field": 1.3428921699523926, "S_over_Gamma": 0.24633944034576416, "Da": 81.46480560302734, "E_coh": 0.8345286250114441, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.74, 33.97 ], [ -109.72, 33.97 ], [ -109.71, 33.95 ], [ -109.71, 33.92 ], [ -109.72, 33.91 ], [ -109.77, 33.91 ], [ -109.77, 33.94 ], [ -109.78, 33.95 ], [ -109.74, 33.97 ] ] ] }, "raw_probability": 0.0592, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0592, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ff635f4c155a31437971a479bef0335fb0c02ed880037d5d0ead915f77cbea69" }, "receipt_sha256": "ff635f4c155a31437971a479bef0335fb0c02ed880037d5d0ead915f77cbea69" }, { "storm_id": "187151", "lat": 48.481, "lon": -73.7892, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 509.0, "ebshear": 19.0, "srh01": 39.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 39.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": 0.0847 }, { "name": "tau", "value": 0.5182 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0592 }, "coherence_score": 0.5181563496589661, "coherence_diagnostics": { "tau": 0.5181563496589661, "grad_tau": 0.4748060405254364, "torsion": 0.0, "alignment": 0.08471350371837616, "S_field": 0.22776839137077332, "Gamma_field": 0.2212255895137787, "S_over_Gamma": 1.029575228691101, "Da": 14.096383094787598, "E_coh": 0.8310626149177551, "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": [ [ [ -73.74, 48.52 ], [ -73.73, 48.52 ], [ -73.72, 48.52 ], [ -73.71, 48.52 ], [ -73.7, 48.51 ], [ -73.7, 48.5 ], [ -73.7, 48.49 ], [ -73.7, 48.48 ], [ -73.71, 48.47 ], [ -73.71, 48.46 ], [ -73.72, 48.46 ], [ -73.73, 48.46 ], [ -73.73, 48.47 ], [ -73.74, 48.48 ], [ -73.74, 48.49 ], [ -73.75, 48.5 ], [ -73.76, 48.5 ], [ -73.77, 48.5 ], [ -73.78, 48.5 ], [ -73.79, 48.49 ], [ -73.79, 48.48 ], [ -73.8, 48.47 ], [ -73.8, 48.46 ], [ -73.8, 48.45 ], [ -73.81, 48.44 ], [ -73.82, 48.43 ], [ -73.83, 48.43 ], [ -73.84, 48.43 ], [ -73.85, 48.43 ], [ -73.86, 48.43 ], [ -73.87, 48.43 ], [ -73.88, 48.44 ], [ -73.88, 48.45 ], [ -73.88, 48.46 ], [ -73.88, 48.47 ], [ -73.88, 48.48 ], [ -73.88, 48.49 ], [ -73.87, 48.5 ], [ -73.86, 48.5 ], [ -73.85, 48.5 ], [ -73.84, 48.5 ], [ -73.83, 48.5 ], [ -73.82, 48.5 ], [ -73.81, 48.5 ], [ -73.8, 48.49 ], [ -73.79, 48.49 ], [ -73.78, 48.5 ], [ -73.77, 48.5 ], [ -73.76, 48.51 ], [ -73.75, 48.51 ], [ -73.74, 48.52 ] ] ] }, "raw_probability": 0.0592, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0592, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ff635f4c155a31437971a479bef0335fb0c02ed880037d5d0ead915f77cbea69" }, "receipt_sha256": "ff635f4c155a31437971a479bef0335fb0c02ed880037d5d0ead915f77cbea69" }, { "storm_id": "187181", "lat": 36.1189, "lon": -111.7022, "motion_east": -1.0, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 878.0, "ebshear": 19.0, "srh01": 3.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 34.2903 }, { "name": "alignment", "value": -3.9185 }, { "name": "tau", "value": 0.336 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0582 }, "coherence_score": 0.33596158027648926, "coherence_diagnostics": { "tau": 0.33596158027648926, "grad_tau": 0.1338215321302414, "torsion": 0.0, "alignment": -3.9185428619384766, "S_field": 0.2426121085882187, "Gamma_field": 0.7420589327812195, "S_over_Gamma": 0.3269445300102234, "Da": 42.86861038208008, "E_coh": 0.8604716062545776, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.72, 36.15 ], [ -111.68, 36.15 ], [ -111.66, 36.14 ], [ -111.66, 36.09 ], [ -111.67, 36.08 ], [ -111.73, 36.08 ], [ -111.74, 36.09 ], [ -111.74, 36.14 ], [ -111.72, 36.15 ] ] ] }, "raw_probability": 0.0582, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2bf6d682c3c3351365535975db1ccd26814c2d889de1b3d9392300c9aef4f4ef", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0582, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "39b45ebb6c3b7b7769346d1fe34f8a08d12a7f7d9a0402f1d50041995fe78010" }, "receipt_sha256": "39b45ebb6c3b7b7769346d1fe34f8a08d12a7f7d9a0402f1d50041995fe78010" }, { "storm_id": "186539", "lat": 40.15, "lon": -105.2143, "motion_east": 6.3, "motion_south": 2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1888.0, "ebshear": 27.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.25, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 20.0403 }, { "name": "alignment", "value": -0.8123 }, { "name": "tau", "value": 0.3724 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0579 }, "coherence_score": 0.37244150042533875, "coherence_diagnostics": { "tau": 0.37244150042533875, "grad_tau": 0.07357585430145264, "torsion": 0.0, "alignment": -0.8123255968093872, "S_field": 0.13201889395713806, "Gamma_field": 0.6128922700881958, "S_over_Gamma": 0.21540309488773346, "Da": 36.32109069824219, "E_coh": 0.6412515044212341, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.24, 40.18 ], [ -105.19, 40.18 ], [ -105.18, 40.16 ], [ -105.18, 40.12 ], [ -105.23, 40.11 ], [ -105.24, 40.12 ], [ -105.24, 40.18 ] ] ] }, "raw_probability": 0.0579, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fe2a72878b5f2d345374a1cf27fe69e05b889573c0f1f30f907f7357caf5b429", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0579, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3efab0c34abab1c3b07c906518c0c2f8fda52d7c6cb171b15b26ffe933c11e8a" }, "receipt_sha256": "3efab0c34abab1c3b07c906518c0c2f8fda52d7c6cb171b15b26ffe933c11e8a" }, { "storm_id": "187107", "lat": 39.047, "lon": -104.92, "motion_east": 3.4, "motion_south": 1.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1429.0, "ebshear": 24.0, "srh01": 32.0, "maxllaz": 0.005, "mesh": 0.39, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 23.9153 }, { "name": "alignment", "value": -0.3871 }, { "name": "tau", "value": 0.512 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0578 }, "coherence_score": 0.5120323300361633, "coherence_diagnostics": { "tau": 0.5120323300361633, "grad_tau": 0.052196454256772995, "torsion": 0.0, "alignment": -0.38707172870635986, "S_field": 0.32649415731430054, "Gamma_field": 0.5228922367095947, "S_over_Gamma": 0.6244004964828491, "Da": 31.606595993041992, "E_coh": 0.7893518805503845, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.93, 39.09 ], [ -104.9, 39.09 ], [ -104.88, 39.07 ], [ -104.88, 39.03 ], [ -104.89, 39.01 ], [ -104.91, 39.0 ], [ -104.95, 39.0 ], [ -104.97, 39.02 ], [ -104.96, 39.07 ], [ -104.93, 39.09 ] ] ] }, "raw_probability": 0.0578, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0578, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5add28437a94a789b47c657f2a90852c9b79f31979520f514873d74529da54b0" }, "receipt_sha256": "5add28437a94a789b47c657f2a90852c9b79f31979520f514873d74529da54b0" }, { "storm_id": "187222", "lat": 38.37, "lon": -108.868, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 845.0, "ebshear": 18.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 19.9153 }, { "name": "alignment", "value": -2.0404 }, { "name": "tau", "value": 0.2784 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0577 }, "coherence_score": 0.27838563919067383, "coherence_diagnostics": { "tau": 0.27838563919067383, "grad_tau": 0.04480767622590065, "torsion": 0.0, "alignment": -2.0404067039489746, "S_field": 0.0860670655965805, "Gamma_field": 0.5662255883216858, "S_over_Gamma": 0.15200136601924896, "Da": 33.76704788208008, "E_coh": 0.28338271379470825, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.9, 38.41 ], [ -108.85, 38.41 ], [ -108.85, 38.39 ], [ -108.82, 38.36 ], [ -108.82, 38.34 ], [ -108.84, 38.33 ], [ -108.85, 38.34 ], [ -108.92, 38.34 ], [ -108.93, 38.37 ], [ -108.9, 38.41 ] ] ] }, "raw_probability": 0.0577, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "39822baf8d3064ca53fa55f0ea681159bfcb3a4e3dbb56000d21814ee7b2dc9d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0577, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "50a86ed98565017f95f694eddac674738f198ea866048bf439a78407e5d07f91" }, "receipt_sha256": "50a86ed98565017f95f694eddac674738f198ea866048bf439a78407e5d07f91" }, { "storm_id": "186568", "lat": 50.3287, "lon": -70.0667, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 31.1653 }, { "name": "alignment", "value": -3.6932 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0573 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.2745550870895386, "torsion": 0.0, "alignment": -3.69315242767334, "S_field": 0.08579042553901672, "Gamma_field": 0.28705891966819763, "S_over_Gamma": 0.29885998368263245, "Da": 18.316492080688477, "E_coh": 0.34673163294792175, "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": [ [ [ -70.07, 50.41 ], [ -70.02, 50.41 ], [ -70.0, 50.4 ], [ -69.98, 50.38 ], [ -69.98, 50.33 ], [ -70.04, 50.27 ], [ -70.05, 50.27 ], [ -70.09, 50.23 ], [ -70.1, 50.23 ], [ -70.13, 50.26 ], [ -70.13, 50.29 ], [ -70.12, 50.3 ], [ -70.12, 50.35 ], [ -70.1, 50.39 ], [ -70.07, 50.41 ] ] ] }, "raw_probability": 0.0573, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0573, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9482a4d7d43a0bb307d370db6c895147eb82333fced7dae0cdf84ab2229576a7" }, "receipt_sha256": "9482a4d7d43a0bb307d370db6c895147eb82333fced7dae0cdf84ab2229576a7" }, { "storm_id": "187279", "lat": 39.0455, "lon": -107.8374, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 645.0, "ebshear": 16.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.33, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 18.5403 }, { "name": "alignment", "value": -0.0558 }, { "name": "tau", "value": 0.355 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0572 }, "coherence_score": 0.3549995422363281, "coherence_diagnostics": { "tau": 0.3549995422363281, "grad_tau": 0.044929150491952896, "torsion": 0.0, "alignment": -0.05581842362880707, "S_field": 0.24458837509155273, "Gamma_field": 0.4070589542388916, "S_over_Gamma": 0.6008672118186951, "Da": 23.964017868041992, "E_coh": 0.8359914422035217, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.87, 39.1 ], [ -107.86, 39.1 ], [ -107.85, 39.1 ], [ -107.84, 39.1 ], [ -107.83, 39.09 ], [ -107.82, 39.09 ], [ -107.81, 39.08 ], [ -107.8, 39.08 ], [ -107.79, 39.08 ], [ -107.79, 39.07 ], [ -107.79, 39.06 ], [ -107.79, 39.05 ], [ -107.79, 39.04 ], [ -107.78, 39.03 ], [ -107.77, 39.02 ], [ -107.76, 39.02 ], [ -107.75, 39.02 ], [ -107.74, 39.01 ], [ -107.75, 39.01 ], [ -107.76, 39.01 ], [ -107.77, 39.02 ], [ -107.78, 39.02 ], [ -107.79, 39.02 ], [ -107.8, 39.02 ], [ -107.81, 39.02 ], [ -107.82, 39.02 ], [ -107.83, 39.02 ], [ -107.84, 39.02 ], [ -107.85, 39.02 ], [ -107.86, 39.02 ], [ -107.87, 39.01 ], [ -107.88, 39.01 ], [ -107.89, 39.01 ], [ -107.9, 39.01 ], [ -107.91, 39.01 ], [ -107.92, 39.01 ], [ -107.92, 39.02 ], [ -107.91, 39.03 ], [ -107.91, 39.04 ], [ -107.91, 39.05 ], [ -107.91, 39.06 ], [ -107.9, 39.07 ], [ -107.9, 39.08 ], [ -107.9, 39.09 ], [ -107.89, 39.09 ], [ -107.88, 39.09 ], [ -107.87, 39.1 ] ] ] }, "raw_probability": 0.0572, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0572, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "84914e74ef37c3bf8e609b16178e803b62fa74617e72e43575f459838ca104af" }, "receipt_sha256": "84914e74ef37c3bf8e609b16178e803b62fa74617e72e43575f459838ca104af" }, { "storm_id": "187032", "lat": 44.3615, "lon": -72.6046, "motion_east": 3.9, "motion_south": 0.6, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1370.0, "ebshear": 19.0, "srh01": 22.0, "maxllaz": 0.003, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 45.6653 }, { "name": "alignment", "value": -1.6502 }, { "name": "tau", "value": 2.0173 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.057 }, "coherence_score": 2.0173087120056152, "coherence_diagnostics": { "tau": 2.0173087120056152, "grad_tau": 0.22921395301818848, "torsion": 0.0, "alignment": -1.6501967906951904, "S_field": 0.6106129288673401, "Gamma_field": 0.24039225280284882, "S_over_Gamma": 2.540069103240967, "Da": 14.506119728088379, "E_coh": 0.8636614084243774, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -72.6, 44.4 ], [ -72.58, 44.4 ], [ -72.57, 44.39 ], [ -72.56, 44.37 ], [ -72.56, 44.34 ], [ -72.59, 44.31 ], [ -72.63, 44.3 ], [ -72.63, 44.31 ], [ -72.65, 44.33 ], [ -72.65, 44.37 ], [ -72.63, 44.39 ], [ -72.61, 44.39 ], [ -72.6, 44.4 ] ] ] }, "raw_probability": 0.057, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.057, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b3af6d9bc55a357632d5eb01647dc21441245854ee94d028c76ccb8704452132" }, "receipt_sha256": "b3af6d9bc55a357632d5eb01647dc21441245854ee94d028c76ccb8704452132" }, { "storm_id": "187159", "lat": 45.9389, "lon": -71.2144, "motion_east": 4.7, "motion_south": 1.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 844.0, "ebshear": 18.0, "srh01": 25.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 29.4153 }, { "name": "alignment", "value": -2.7019 }, { "name": "tau", "value": 0.9509 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.057 }, "coherence_score": 0.9509150981903076, "coherence_diagnostics": { "tau": 0.9509150981903076, "grad_tau": 0.3188139498233795, "torsion": 0.0, "alignment": -2.701932907104492, "S_field": 0.3241412043571472, "Gamma_field": 0.3445589244365692, "S_over_Gamma": 0.9407424330711365, "Da": 22.234821319580078, "E_coh": 0.5628507137298584, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.23, 45.97 ], [ -71.19, 45.97 ], [ -71.18, 45.96 ], [ -71.18, 45.91 ], [ -71.19, 45.9 ], [ -71.23, 45.9 ], [ -71.25, 45.92 ], [ -71.25, 45.95 ], [ -71.23, 45.97 ] ] ] }, "raw_probability": 0.057, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.057, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b3af6d9bc55a357632d5eb01647dc21441245854ee94d028c76ccb8704452132" }, "receipt_sha256": "b3af6d9bc55a357632d5eb01647dc21441245854ee94d028c76ccb8704452132" }, { "storm_id": "186124", "lat": 38.8442, "lon": -108.4583, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1024.0, "ebshear": 22.0, "srh01": 37.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 20.4153 }, { "name": "alignment", "value": -0.4244 }, { "name": "tau", "value": 0.2854 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0568 }, "coherence_score": 0.2854122519493103, "coherence_diagnostics": { "tau": 0.2854122519493103, "grad_tau": 0.04042365401983261, "torsion": 0.0, "alignment": -0.42444518208503723, "S_field": 0.07148769497871399, "Gamma_field": 0.4953922629356384, "S_over_Gamma": 0.14430522918701172, "Da": 30.31307029724121, "E_coh": 0.4187122583389282, "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": [ [ [ -108.49, 38.88 ], [ -108.45, 38.88 ], [ -108.43, 38.87 ], [ -108.42, 38.86 ], [ -108.42, 38.83 ], [ -108.41, 38.82 ], [ -108.43, 38.8 ], [ -108.45, 38.81 ], [ -108.49, 38.81 ], [ -108.51, 38.83 ], [ -108.51, 38.86 ], [ -108.49, 38.88 ] ] ] }, "raw_probability": 0.0568, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0568, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5962dad16e5a01ccdee67a6eb0bd762567799b10dca02f6070cc75da4fa186b6" }, "receipt_sha256": "5962dad16e5a01ccdee67a6eb0bd762567799b10dca02f6070cc75da4fa186b6" }, { "storm_id": "187174", "lat": 40.5729, "lon": -111.1243, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 295.0, "ebshear": 10.0, "srh01": 13.0, "maxllaz": 0.002, "mesh": 0.34, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 16.4153 }, { "name": "alignment", "value": 3.5671 }, { "name": "tau", "value": 0.3103 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0566 }, "coherence_score": 0.31029048562049866, "coherence_diagnostics": { "tau": 0.31029048562049866, "grad_tau": 0.018565170466899872, "torsion": 0.0, "alignment": 3.5671157836914062, "S_field": 0.32731008529663086, "Gamma_field": 0.7570589184761047, "S_over_Gamma": 0.4323442578315735, "Da": 45.75859451293945, "E_coh": 0.5566480755805969, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.13, 40.6 ], [ -111.11, 40.6 ], [ -111.09, 40.57 ], [ -111.11, 40.53 ], [ -111.15, 40.53 ], [ -111.15, 40.58 ], [ -111.13, 40.6 ] ] ] }, "raw_probability": 0.0566, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0566, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b1572cc608010c98274804205b53631c2c708dea886cca2b5f000e28508f3f71" }, "receipt_sha256": "b1572cc608010c98274804205b53631c2c708dea886cca2b5f000e28508f3f71" }, { "storm_id": "187136", "lat": 38.4056, "lon": -108.0511, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 945.0, "ebshear": 19.0, "srh01": 32.0, "maxllaz": 0.003, "mesh": 1.12, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 24.0403 }, { "name": "alignment", "value": 1.6952 }, { "name": "tau", "value": 0.3294 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0563 }, "coherence_score": 0.32942909002304077, "coherence_diagnostics": { "tau": 0.32942909002304077, "grad_tau": 0.040437668561935425, "torsion": 0.0, "alignment": 1.6952126026153564, "S_field": 0.1790163666009903, "Gamma_field": 0.67789226770401, "S_over_Gamma": 0.26407790184020996, "Da": 42.660003662109375, "E_coh": 0.7239254117012024, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.05, 38.44 ], [ -108.01, 38.44 ], [ -108.01, 38.39 ], [ -108.03, 38.37 ], [ -108.08, 38.37 ], [ -108.09, 38.38 ], [ -108.07, 38.4 ], [ -108.07, 38.42 ], [ -108.05, 38.44 ] ] ] }, "raw_probability": 0.0563, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0563, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e43aeaf36986e8cf0b71be00c4ac1dd634f93903f7b522824e6b79c6eab9d886" }, "receipt_sha256": "e43aeaf36986e8cf0b71be00c4ac1dd634f93903f7b522824e6b79c6eab9d886" }, { "storm_id": "186941", "lat": 27.1886, "lon": -81.5857, "motion_east": 5.9, "motion_south": 5.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3115.0, "ebshear": 13.0, "srh01": 18.0, "maxllaz": 0.004, "mesh": 0.04, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 48.1653 }, { "name": "alignment", "value": -0.2612 }, { "name": "tau", "value": 1.9234 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0548 }, "coherence_score": 1.9233551025390625, "coherence_diagnostics": { "tau": 1.9233551025390625, "grad_tau": 0.17335276305675507, "torsion": 0.0, "alignment": -0.2611936926841736, "S_field": 0.4606093466281891, "Gamma_field": 0.23955892026424408, "S_over_Gamma": 1.9227392673492432, "Da": 14.545196533203125, "E_coh": 0.9736201167106628, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.63, 27.24 ], [ -81.55, 27.24 ], [ -81.53, 27.23 ], [ -81.51, 27.21 ], [ -81.51, 27.17 ], [ -81.53, 27.15 ], [ -81.55, 27.15 ], [ -81.56, 27.14 ], [ -81.58, 27.15 ], [ -81.62, 27.15 ], [ -81.66, 27.17 ], [ -81.67, 27.18 ], [ -81.67, 27.22 ], [ -81.63, 27.24 ] ] ] }, "raw_probability": 0.0548, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0548, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6aa47601db74367b2c812730e26a61c69c6a10756ac5885d45f6765a5460836c" }, "receipt_sha256": "6aa47601db74367b2c812730e26a61c69c6a10756ac5885d45f6765a5460836c" }, { "storm_id": "187046", "lat": 39.625, "lon": -105.605, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 849.0, "ebshear": 23.0, "srh01": 44.0, "maxllaz": 0.003, "mesh": 0.31, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 44.0 }, { "name": "hrrr_pwat", "value": 25.0403 }, { "name": "alignment", "value": 1.689 }, { "name": "tau", "value": 0.3687 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0547 }, "coherence_score": 0.36871692538261414, "coherence_diagnostics": { "tau": 0.36871692538261414, "grad_tau": 0.09153547883033752, "torsion": 0.0, "alignment": 1.6890263557434082, "S_field": 0.18613871932029724, "Gamma_field": 0.9128923416137695, "S_over_Gamma": 0.20389996469020844, "Da": 56.56356430053711, "E_coh": 0.6674591302871704, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.58, 39.67 ], [ -105.56, 39.65 ], [ -105.56, 39.6 ], [ -105.6, 39.59 ], [ -105.61, 39.58 ], [ -105.62, 39.59 ], [ -105.64, 39.59 ], [ -105.65, 39.6 ], [ -105.65, 39.64 ], [ -105.62, 39.66 ], [ -105.59, 39.66 ], [ -105.58, 39.67 ] ] ] }, "raw_probability": 0.0547, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0547, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c84e3e56a2c0540d939bb0bb48cefa6c24935f4d41adb7c2199efbf7bbf24180" }, "receipt_sha256": "c84e3e56a2c0540d939bb0bb48cefa6c24935f4d41adb7c2199efbf7bbf24180" }, { "storm_id": "186366", "lat": 48.3922, "lon": -73.6822, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 585.0, "ebshear": 17.0, "srh01": 33.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": 0.0847 }, { "name": "tau", "value": 0.5182 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0541 }, "coherence_score": 0.5181563496589661, "coherence_diagnostics": { "tau": 0.5181563496589661, "grad_tau": 0.4748060405254364, "torsion": 0.0, "alignment": 0.08471350371837616, "S_field": 0.22776839137077332, "Gamma_field": 0.2212255895137787, "S_over_Gamma": 1.029575228691101, "Da": 14.096383094787598, "E_coh": 0.8310626149177551, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.68, 48.43 ], [ -73.65, 48.43 ], [ -73.65, 48.36 ], [ -73.68, 48.33 ], [ -73.71, 48.33 ], [ -73.71, 48.4 ], [ -73.7, 48.4 ], [ -73.68, 48.42 ], [ -73.68, 48.43 ] ] ] }, "raw_probability": 0.0541, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0541, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, { "storm_id": "186658", "lat": 48.0412, "lon": -73.8521, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 453.0, "ebshear": 18.0, "srh01": 33.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": 0.0847 }, { "name": "tau", "value": 0.5182 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0541 }, "coherence_score": 0.5181563496589661, "coherence_diagnostics": { "tau": 0.5181563496589661, "grad_tau": 0.4748060405254364, "torsion": 0.0, "alignment": 0.08471350371837616, "S_field": 0.22776839137077332, "Gamma_field": 0.2212255895137787, "S_over_Gamma": 1.029575228691101, "Da": 14.096383094787598, "E_coh": 0.8310626149177551, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.01, 48.16 ], [ -73.98, 48.16 ], [ -73.96, 48.14 ], [ -73.95, 48.14 ], [ -73.91, 48.09 ], [ -73.8, 48.09 ], [ -73.75, 48.05 ], [ -73.72, 48.07 ], [ -73.73, 48.11 ], [ -73.71, 48.13 ], [ -73.67, 48.12 ], [ -73.66, 48.1 ], [ -73.67, 48.09 ], [ -73.68, 47.98 ], [ -73.72, 47.94 ], [ -73.76, 47.94 ], [ -73.78, 47.96 ], [ -73.78, 47.98 ], [ -73.81, 48.01 ], [ -73.83, 48.01 ], [ -73.86, 47.98 ], [ -73.85, 47.96 ], [ -73.86, 47.94 ], [ -73.86, 47.91 ], [ -73.87, 47.9 ], [ -73.9, 47.9 ], [ -73.96, 47.96 ], [ -73.96, 48.0 ], [ -73.94, 48.04 ], [ -73.97, 48.07 ], [ -73.99, 48.07 ], [ -74.03, 48.1 ], [ -74.03, 48.14 ], [ -74.01, 48.16 ] ] ] }, "raw_probability": 0.0541, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0541, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, { "storm_id": "187144", "lat": 50.2738, "lon": -68.2015, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 22.7903 }, { "name": "alignment", "value": 0.4318 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0541 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.14351780712604523, "torsion": 0.0, "alignment": 0.43184757232666016, "S_field": 0.07866259664297104, "Gamma_field": 0.15955892205238342, "S_over_Gamma": 0.4930002987384796, "Da": 9.86828327178955, "E_coh": 0.3508039712905884, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.25, 50.31 ], [ -68.2, 50.31 ], [ -68.19, 50.3 ], [ -68.17, 50.3 ], [ -68.16, 50.29 ], [ -68.17, 50.27 ], [ -68.16, 50.23 ], [ -68.17, 50.22 ], [ -68.21, 50.22 ], [ -68.22, 50.23 ], [ -68.22, 50.27 ], [ -68.25, 50.3 ], [ -68.25, 50.31 ] ] ] }, "raw_probability": 0.0541, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0541, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, { "storm_id": "187233", "lat": 50.3017, "lon": -68.4017, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 0.0, "ebshear": 0.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.4, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 22.7903 }, { "name": "alignment", "value": 0.4318 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0541 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.14351780712604523, "torsion": 0.0, "alignment": 0.43184757232666016, "S_field": 0.07866259664297104, "Gamma_field": 0.15955892205238342, "S_over_Gamma": 0.4930002987384796, "Da": 9.86828327178955, "E_coh": 0.3508039712905884, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -68.46, 50.34 ], [ -68.35, 50.34 ], [ -68.36, 50.27 ], [ -68.37, 50.26 ], [ -68.41, 50.26 ], [ -68.46, 50.34 ] ] ] }, "raw_probability": 0.0541, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0541, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, "receipt_sha256": "dd668387bbe7062e5b9ca71c79e66fa58285d38edf19a585659ffc3b45f935d6" }, { "storm_id": "187150", "lat": 48.7223, "lon": -73.5943, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 658.0, "ebshear": 20.0, "srh01": 28.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 36.0403 }, { "name": "alignment", "value": 0.0847 }, { "name": "tau", "value": 0.5182 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0537 }, "coherence_score": 0.5181563496589661, "coherence_diagnostics": { "tau": 0.5181563496589661, "grad_tau": 0.4748060405254364, "torsion": 0.0, "alignment": 0.08471350371837616, "S_field": 0.22776839137077332, "Gamma_field": 0.2212255895137787, "S_over_Gamma": 1.029575228691101, "Da": 14.096383094787598, "E_coh": 0.8310626149177551, "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": [ [ [ -73.61, 48.84 ], [ -73.57, 48.84 ], [ -73.56, 48.83 ], [ -73.5, 48.83 ], [ -73.47, 48.81 ], [ -73.47, 48.79 ], [ -73.48, 48.78 ], [ -73.47, 48.76 ], [ -73.48, 48.75 ], [ -73.47, 48.69 ], [ -73.48, 48.67 ], [ -73.51, 48.65 ], [ -73.53, 48.65 ], [ -73.54, 48.66 ], [ -73.55, 48.65 ], [ -73.57, 48.65 ], [ -73.58, 48.66 ], [ -73.63, 48.62 ], [ -73.63, 48.6 ], [ -73.67, 48.59 ], [ -73.68, 48.58 ], [ -73.71, 48.58 ], [ -73.79, 48.65 ], [ -73.79, 48.7 ], [ -73.74, 48.75 ], [ -73.74, 48.78 ], [ -73.71, 48.81 ], [ -73.67, 48.83 ], [ -73.62, 48.83 ], [ -73.61, 48.84 ] ] ] }, "raw_probability": 0.0537, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0537, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "de306f3b6627ecdbb80612f8148f611967828c1cd11d58e905ee94b28785b7f4" }, "receipt_sha256": "de306f3b6627ecdbb80612f8148f611967828c1cd11d58e905ee94b28785b7f4" }, { "storm_id": "186848", "lat": 49.6074, "lon": -72.3458, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 604.0, "ebshear": 19.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 30.7903 }, { "name": "alignment", "value": -1.5057 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0531 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4598684310913086, "torsion": 0.0, "alignment": -1.5056524276733398, "S_field": 0.16650128364562988, "Gamma_field": 0.26205891370773315, "S_over_Gamma": 0.6353582143783569, "Da": 16.91878318786621, "E_coh": 0.4654964208602905, "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": [ [ [ -72.37, 49.69 ], [ -72.24, 49.69 ], [ -72.23, 49.68 ], [ -72.23, 49.62 ], [ -72.28, 49.59 ], [ -72.3, 49.59 ], [ -72.32, 49.57 ], [ -72.3, 49.55 ], [ -72.33, 49.53 ], [ -72.4, 49.53 ], [ -72.41, 49.54 ], [ -72.45, 49.54 ], [ -72.41, 49.58 ], [ -72.44, 49.61 ], [ -72.43, 49.62 ], [ -72.36, 49.62 ], [ -72.34, 49.64 ], [ -72.36, 49.66 ], [ -72.37, 49.69 ] ] ] }, "raw_probability": 0.0531, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0531, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3d6560f8b4ef7642d5da411beff0919c28259ba42d432391627cc201c4a630f4" }, "receipt_sha256": "3d6560f8b4ef7642d5da411beff0919c28259ba42d432391627cc201c4a630f4" }, { "storm_id": "186999", "lat": 49.43, "lon": -71.585, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 858.0, "ebshear": 22.0, "srh01": 12.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 30.7903 }, { "name": "alignment", "value": -1.5057 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0529 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4598684310913086, "torsion": 0.0, "alignment": -1.5056524276733398, "S_field": 0.16650128364562988, "Gamma_field": 0.26205891370773315, "S_over_Gamma": 0.6353582143783569, "Da": 16.91878318786621, "E_coh": 0.4654964208602905, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -71.6, 49.47 ], [ -71.56, 49.47 ], [ -71.54, 49.46 ], [ -71.53, 49.4 ], [ -71.55, 49.4 ], [ -71.56, 49.39 ], [ -71.63, 49.39 ], [ -71.64, 49.4 ], [ -71.64, 49.45 ], [ -71.6, 49.47 ] ] ] }, "raw_probability": 0.0529, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0529, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bcf5341ec43f01b82a19b85102d4eae0404958ed3f5d3c6120c68a2f5638c535" }, "receipt_sha256": "bcf5341ec43f01b82a19b85102d4eae0404958ed3f5d3c6120c68a2f5638c535" }, { "storm_id": "186621", "lat": 35.4322, "lon": -107.3789, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 718.0, "ebshear": 17.0, "srh01": 20.0, "maxllaz": 0.004, "mesh": 0.18, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 33.7903 }, { "name": "alignment", "value": 2.0669 }, { "name": "tau", "value": 0.4473 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0525 }, "coherence_score": 0.44733405113220215, "coherence_diagnostics": { "tau": 0.44733405113220215, "grad_tau": 0.005389362573623657, "torsion": 0.0, "alignment": 2.0669491291046143, "S_field": 0.3725756108760834, "Gamma_field": 0.9612256288528442, "S_over_Gamma": 0.3876047432422638, "Da": 57.185943603515625, "E_coh": 0.8530339002609253, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -107.38, 35.46 ], [ -107.36, 35.45 ], [ -107.36, 35.42 ], [ -107.35, 35.41 ], [ -107.37, 35.39 ], [ -107.41, 35.4 ], [ -107.41, 35.45 ], [ -107.39, 35.45 ], [ -107.38, 35.46 ] ] ] }, "raw_probability": 0.0525, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0525, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f66a832b3cf213d9c158a804eaa38f763082404e5a0c5393a1fdaceda7a158d9" }, "receipt_sha256": "f66a832b3cf213d9c158a804eaa38f763082404e5a0c5393a1fdaceda7a158d9" }, { "storm_id": "187142", "lat": 26.337, "lon": -78.3393, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2729.0, "ebshear": 10.0, "srh01": 9.0, "maxllaz": 0.001, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 49.7903 }, { "name": "alignment", "value": 0.5552 }, { "name": "tau", "value": 1.0827 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0525 }, "coherence_score": 1.0827136039733887, "coherence_diagnostics": { "tau": 1.0827136039733887, "grad_tau": 0.8330633640289307, "torsion": 0.0, "alignment": 0.5552072525024414, "S_field": 0.841446578502655, "Gamma_field": 0.20705892145633698, "S_over_Gamma": 4.063802719116211, "Da": 12.468282699584961, "E_coh": 0.9614335894584656, "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": [ [ [ -78.39, 26.4 ], [ -78.38, 26.4 ], [ -78.37, 26.4 ], [ -78.36, 26.4 ], [ -78.35, 26.4 ], [ -78.34, 26.4 ], [ -78.33, 26.39 ], [ -78.33, 26.38 ], [ -78.33, 26.37 ], [ -78.33, 26.36 ], [ -78.33, 26.35 ], [ -78.32, 26.34 ], [ -78.31, 26.33 ], [ -78.3, 26.33 ], [ -78.3, 26.32 ], [ -78.3, 26.31 ], [ -78.3, 26.3 ], [ -78.29, 26.29 ], [ -78.29, 26.28 ], [ -78.29, 26.27 ], [ -78.3, 26.27 ], [ -78.31, 26.27 ], [ -78.3, 26.27 ], [ -78.29, 26.28 ], [ -78.3, 26.29 ], [ -78.31, 26.3 ], [ -78.32, 26.31 ], [ -78.33, 26.3 ], [ -78.34, 26.3 ], [ -78.35, 26.31 ], [ -78.36, 26.32 ], [ -78.37, 26.32 ], [ -78.38, 26.33 ], [ -78.39, 26.34 ], [ -78.39, 26.35 ], [ -78.4, 26.36 ], [ -78.4, 26.37 ], [ -78.4, 26.38 ], [ -78.4, 26.39 ], [ -78.39, 26.4 ] ] ] }, "raw_probability": 0.0525, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0525, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f66a832b3cf213d9c158a804eaa38f763082404e5a0c5393a1fdaceda7a158d9" }, "receipt_sha256": "f66a832b3cf213d9c158a804eaa38f763082404e5a0c5393a1fdaceda7a158d9" }, { "storm_id": "186430", "lat": 36.0541, "lon": -111.4965, "motion_east": -1.0, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 983.0, "ebshear": 19.0, "srh01": 2.0, "maxllaz": 0.002, "mesh": 0.32, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 34.2903 }, { "name": "alignment", "value": -3.9185 }, { "name": "tau", "value": 0.336 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 0.33596158027648926, "coherence_diagnostics": { "tau": 0.33596158027648926, "grad_tau": 0.1338215321302414, "torsion": 0.0, "alignment": -3.9185428619384766, "S_field": 0.2426121085882187, "Gamma_field": 0.7420589327812195, "S_over_Gamma": 0.3269445300102234, "Da": 42.86861038208008, "E_coh": 0.8604716062545776, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.52, 36.18 ], [ -111.46, 36.18 ], [ -111.43, 36.14 ], [ -111.43, 36.11 ], [ -111.47, 36.06 ], [ -111.47, 36.02 ], [ -111.46, 36.01 ], [ -111.46, 35.99 ], [ -111.47, 35.98 ], [ -111.47, 35.95 ], [ -111.48, 35.94 ], [ -111.54, 35.94 ], [ -111.57, 35.98 ], [ -111.57, 36.06 ], [ -111.56, 36.07 ], [ -111.56, 36.13 ], [ -111.52, 36.18 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0523, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ddca4e75f3821343a3be6eacc8140f81b73f894f08e90f9883f1043e76484190" }, "receipt_sha256": "ddca4e75f3821343a3be6eacc8140f81b73f894f08e90f9883f1043e76484190" }, { "storm_id": "186973", "lat": 25.648, "lon": -80.038, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2979.0, "ebshear": 17.0, "srh01": 21.0, "maxllaz": 0.003, "mesh": 0.24, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 46.7903 }, { "name": "alignment", "value": 0.9432 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0523 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.9619063138961792, "torsion": 0.0, "alignment": 0.9431524276733398, "S_field": 0.6141171455383301, "Gamma_field": 0.24539224803447723, "S_over_Gamma": 2.502593994140625, "Da": 15.167835235595703, "E_coh": 0.971016526222229, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.05, 25.7 ], [ -80.01, 25.7 ], [ -79.99, 25.68 ], [ -79.99, 25.62 ], [ -80.03, 25.59 ], [ -80.04, 25.6 ], [ -80.06, 25.6 ], [ -80.08, 25.62 ], [ -80.08, 25.67 ], [ -80.05, 25.7 ] ] ] }, "raw_probability": 0.0523, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0523, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ddca4e75f3821343a3be6eacc8140f81b73f894f08e90f9883f1043e76484190" }, "receipt_sha256": "ddca4e75f3821343a3be6eacc8140f81b73f894f08e90f9883f1043e76484190" }, { "storm_id": "186001", "lat": 26.7964, "lon": -80.7514, "motion_east": 5.7, "motion_south": 1.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2263.0, "ebshear": 12.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": 1.2806 }, { "name": "tau", "value": 1.5604 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.052 }, "coherence_score": 1.5604183673858643, "coherence_diagnostics": { "tau": 1.5604183673858643, "grad_tau": 0.4796130955219269, "torsion": 0.0, "alignment": 1.2806336879730225, "S_field": 0.4632217288017273, "Gamma_field": 0.2353922575712204, "S_over_Gamma": 1.9678715467453003, "Da": 14.288644790649414, "E_coh": 0.9528533816337585, "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": [ [ [ -80.8, 26.85 ], [ -80.76, 26.83 ], [ -80.73, 26.83 ], [ -80.73, 26.8 ], [ -80.7, 26.78 ], [ -80.68, 26.78 ], [ -80.69, 26.77 ], [ -80.68, 26.75 ], [ -80.73, 26.75 ], [ -80.74, 26.76 ], [ -80.82, 26.78 ], [ -80.83, 26.79 ], [ -80.83, 26.83 ], [ -80.8, 26.85 ] ] ] }, "raw_probability": 0.052, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.052, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4e3439279ef9f866820d46a33e65902d2757b53c74c1bbbcb0a212a168c91165" }, "receipt_sha256": "4e3439279ef9f866820d46a33e65902d2757b53c74c1bbbcb0a212a168c91165" }, { "storm_id": "187021", "lat": 39.5042, "lon": -109.2925, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1094.0, "ebshear": 15.0, "srh01": 32.0, "maxllaz": 0.002, "mesh": 0.86, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 23.7903 }, { "name": "alignment", "value": 1.1347 }, { "name": "tau", "value": 0.2792 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.052 }, "coherence_score": 0.27915477752685547, "coherence_diagnostics": { "tau": 0.27915477752685547, "grad_tau": 0.010001074522733688, "torsion": 0.0, "alignment": 1.134678840637207, "S_field": 0.2239740788936615, "Gamma_field": 0.8128922581672668, "S_over_Gamma": 0.27552738785743713, "Da": 50.76520538330078, "E_coh": 0.5499550104141235, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.31, 39.54 ], [ -109.28, 39.54 ], [ -109.27, 39.53 ], [ -109.27, 39.51 ], [ -109.25, 39.49 ], [ -109.25, 39.47 ], [ -109.26, 39.46 ], [ -109.33, 39.46 ], [ -109.34, 39.47 ], [ -109.32, 39.51 ], [ -109.32, 39.53 ], [ -109.31, 39.54 ] ] ] }, "raw_probability": 0.052, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.052, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4e3439279ef9f866820d46a33e65902d2757b53c74c1bbbcb0a212a168c91165" }, "receipt_sha256": "4e3439279ef9f866820d46a33e65902d2757b53c74c1bbbcb0a212a168c91165" }, { "storm_id": "187030", "lat": 26.5273, "lon": -81.2127, "motion_east": 8.5, "motion_south": 0.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2886.0, "ebshear": 15.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": -0.6349 }, { "name": "tau", "value": 1.6611 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0516 }, "coherence_score": 1.6611438989639282, "coherence_diagnostics": { "tau": 1.6611438989639282, "grad_tau": 0.49801698327064514, "torsion": 0.0, "alignment": -0.6348881721496582, "S_field": 0.6908602118492126, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 3.0765209197998047, "Da": 14.102347373962402, "E_coh": 0.9780398607254028, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.23, 26.58 ], [ -81.2, 26.58 ], [ -81.16, 26.55 ], [ -81.16, 26.5 ], [ -81.17, 26.49 ], [ -81.21, 26.48 ], [ -81.22, 26.49 ], [ -81.24, 26.49 ], [ -81.26, 26.51 ], [ -81.26, 26.55 ], [ -81.23, 26.58 ] ] ] }, "raw_probability": 0.0516, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0516, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f057695860b8d732d1a16a481a5a8cfb9329e22754fbe1622549f036887f8869" }, "receipt_sha256": "f057695860b8d732d1a16a481a5a8cfb9329e22754fbe1622549f036887f8869" }, { "storm_id": "187143", "lat": 25.5625, "lon": -80.39, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2851.0, "ebshear": 14.0, "srh01": 4.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 46.7903 }, { "name": "alignment", "value": 0.9432 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0516 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.9619063138961792, "torsion": 0.0, "alignment": 0.9431524276733398, "S_field": 0.6141171455383301, "Gamma_field": 0.24539224803447723, "S_over_Gamma": 2.502593994140625, "Da": 15.167835235595703, "E_coh": 0.971016526222229, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -80.41, 25.59 ], [ -80.37, 25.59 ], [ -80.33, 25.55 ], [ -80.36, 25.53 ], [ -80.37, 25.54 ], [ -80.44, 25.54 ], [ -80.43, 25.57 ], [ -80.41, 25.59 ] ] ] }, "raw_probability": 0.0516, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0516, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f057695860b8d732d1a16a481a5a8cfb9329e22754fbe1622549f036887f8869" }, "receipt_sha256": "f057695860b8d732d1a16a481a5a8cfb9329e22754fbe1622549f036887f8869" }, { "storm_id": "187229", "lat": 36.279, "lon": -111.56, "motion_east": -1.0, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 669.0, "ebshear": 12.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 34.2903 }, { "name": "alignment", "value": -3.9185 }, { "name": "tau", "value": 0.336 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0516 }, "coherence_score": 0.33596158027648926, "coherence_diagnostics": { "tau": 0.33596158027648926, "grad_tau": 0.1338215321302414, "torsion": 0.0, "alignment": -3.9185428619384766, "S_field": 0.2426121085882187, "Gamma_field": 0.7420589327812195, "S_over_Gamma": 0.3269445300102234, "Da": 42.86861038208008, "E_coh": 0.8604716062545776, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.57, 36.32 ], [ -111.52, 36.32 ], [ -111.5, 36.3 ], [ -111.5, 36.27 ], [ -111.55, 36.22 ], [ -111.58, 36.22 ], [ -111.61, 36.26 ], [ -111.6, 36.27 ], [ -111.6, 36.29 ], [ -111.57, 36.32 ] ] ] }, "raw_probability": 0.0516, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0516, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f057695860b8d732d1a16a481a5a8cfb9329e22754fbe1622549f036887f8869" }, "receipt_sha256": "f057695860b8d732d1a16a481a5a8cfb9329e22754fbe1622549f036887f8869" }, { "storm_id": "187116", "lat": 34.4514, "lon": -110.7414, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1190.0, "ebshear": 29.0, "srh01": 36.0, "maxllaz": 0.002, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 44.2903 }, { "name": "alignment", "value": 0.7439 }, { "name": "tau", "value": 0.5427 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0515 }, "coherence_score": 0.5427237749099731, "coherence_diagnostics": { "tau": 0.5427237749099731, "grad_tau": 0.02763003297150135, "torsion": 0.0, "alignment": 0.7438528537750244, "S_field": 0.5477318167686462, "Gamma_field": 0.7703922390937805, "S_over_Gamma": 0.7109778523445129, "Da": 46.16225051879883, "E_coh": 0.9195122122764587, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -110.76, 34.47 ], [ -110.72, 34.47 ], [ -110.7, 34.45 ], [ -110.71, 34.42 ], [ -110.77, 34.42 ], [ -110.77, 34.46 ], [ -110.76, 34.47 ] ] ] }, "raw_probability": 0.0515, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0515, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1a2d29f27074ebcd9b4ea2531b0ed00ceffcb1d5fe8c2c256ab739409be41878" }, "receipt_sha256": "1a2d29f27074ebcd9b4ea2531b0ed00ceffcb1d5fe8c2c256ab739409be41878" }, { "storm_id": "186433", "lat": 49.3895, "lon": -72.1691, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 609.0, "ebshear": 19.0, "srh01": 1.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 30.7903 }, { "name": "alignment", "value": -1.5057 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0514 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4598684310913086, "torsion": 0.0, "alignment": -1.5056524276733398, "S_field": 0.16650128364562988, "Gamma_field": 0.26205891370773315, "S_over_Gamma": 0.6353582143783569, "Da": 16.91878318786621, "E_coh": 0.4654964208602905, "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": [ [ [ -72.18, 49.47 ], [ -72.16, 49.45 ], [ -72.16, 49.41 ], [ -72.15, 49.4 ], [ -72.09, 49.4 ], [ -72.07, 49.39 ], [ -72.06, 49.37 ], [ -72.06, 49.34 ], [ -72.1, 49.3 ], [ -72.15, 49.3 ], [ -72.17, 49.32 ], [ -72.18, 49.34 ], [ -72.17, 49.34 ], [ -72.15, 49.36 ], [ -72.17, 49.38 ], [ -72.25, 49.37 ], [ -72.26, 49.38 ], [ -72.25, 49.42 ], [ -72.29, 49.44 ], [ -72.28, 49.46 ], [ -72.19, 49.46 ], [ -72.18, 49.47 ] ] ] }, "raw_probability": 0.0514, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0514, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3d3dc6dee86548ae6b31c63d981856c42d6baa05749fbbea6b2b6dc397fbb0ae" }, "receipt_sha256": "3d3dc6dee86548ae6b31c63d981856c42d6baa05749fbbea6b2b6dc397fbb0ae" }, { "storm_id": "186849", "lat": 49.6153, "lon": -71.898, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 628.0, "ebshear": 20.0, "srh01": 4.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 30.7903 }, { "name": "alignment", "value": -1.5057 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0514 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4598684310913086, "torsion": 0.0, "alignment": -1.5056524276733398, "S_field": 0.16650128364562988, "Gamma_field": 0.26205891370773315, "S_over_Gamma": 0.6353582143783569, "Da": 16.91878318786621, "E_coh": 0.4654964208602905, "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": [ [ [ -71.81, 49.69 ], [ -71.79, 49.67 ], [ -71.79, 49.62 ], [ -71.86, 49.55 ], [ -71.87, 49.55 ], [ -71.89, 49.53 ], [ -71.97, 49.53 ], [ -71.98, 49.55 ], [ -72.02, 49.58 ], [ -72.02, 49.61 ], [ -72.0, 49.65 ], [ -71.92, 49.66 ], [ -71.91, 49.67 ], [ -71.83, 49.68 ], [ -71.81, 49.69 ] ] ] }, "raw_probability": 0.0514, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0514, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3d3dc6dee86548ae6b31c63d981856c42d6baa05749fbbea6b2b6dc397fbb0ae" }, "receipt_sha256": "3d3dc6dee86548ae6b31c63d981856c42d6baa05749fbbea6b2b6dc397fbb0ae" }, { "storm_id": "187207", "lat": 34.147, "lon": -108.135, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 923.0, "ebshear": 23.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.9, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 29.6653 }, { "name": "alignment", "value": -1.6005 }, { "name": "tau", "value": 0.4596 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0509 }, "coherence_score": 0.45958560705184937, "coherence_diagnostics": { "tau": 0.45958560705184937, "grad_tau": 0.09303781390190125, "torsion": 0.0, "alignment": -1.6004549264907837, "S_field": 0.11671926081180573, "Gamma_field": 0.35205891728401184, "S_over_Gamma": 0.3315333127975464, "Da": 21.556690216064453, "E_coh": 0.3943404257297516, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.16, 34.19 ], [ -108.11, 34.19 ], [ -108.09, 34.17 ], [ -108.09, 34.12 ], [ -108.1, 34.11 ], [ -108.12, 34.1 ], [ -108.15, 34.1 ], [ -108.19, 34.13 ], [ -108.18, 34.17 ], [ -108.16, 34.19 ] ] ] }, "raw_probability": 0.0509, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0509, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "231922d40a520391c3fb7f05ff93f9eb256485795d3a67612c7c77baf1dee5c1" }, "receipt_sha256": "231922d40a520391c3fb7f05ff93f9eb256485795d3a67612c7c77baf1dee5c1" }, { "storm_id": "187226", "lat": 37.8056, "lon": -107.2744, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 705.0, "ebshear": 16.0, "srh01": 37.0, "maxllaz": 0.003, "mesh": 0.26, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 24.1653 }, { "name": "alignment", "value": 0.7091 }, { "name": "tau", "value": 0.3492 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0508 }, "coherence_score": 0.3492242693901062, "coherence_diagnostics": { "tau": 0.3492242693901062, "grad_tau": 0.0624825693666935, "torsion": 0.0, "alignment": 0.7091081142425537, "S_field": 0.16404229402542114, "Gamma_field": 0.6728922724723816, "S_over_Gamma": 0.24378685653209686, "Da": 39.55144500732422, "E_coh": 0.8344500660896301, "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": [ [ [ -107.28, 37.85 ], [ -107.24, 37.84 ], [ -107.22, 37.81 ], [ -107.25, 37.76 ], [ -107.29, 37.76 ], [ -107.3, 37.77 ], [ -107.3, 37.8 ], [ -107.31, 37.81 ], [ -107.28, 37.85 ] ] ] }, "raw_probability": 0.0508, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0508, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "be5a58ecebd911e98da75c2e0c13ded568cc2373ab913a59c1c16410db2c610a" }, "receipt_sha256": "be5a58ecebd911e98da75c2e0c13ded568cc2373ab913a59c1c16410db2c610a" }, { "storm_id": "185924", "lat": 26.4033, "lon": -81.2167, "motion_east": 8.5, "motion_south": 0.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3265.0, "ebshear": 14.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 45.4153 }, { "name": "alignment", "value": 0.0615 }, { "name": "tau", "value": 0.9753 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0507 }, "coherence_score": 0.9752686023712158, "coherence_diagnostics": { "tau": 0.9752686023712158, "grad_tau": 0.8326689600944519, "torsion": 0.0, "alignment": 0.061452433466911316, "S_field": 0.42944011092185974, "Gamma_field": 0.23872558772563934, "S_over_Gamma": 1.7988859415054321, "Da": 15.045034408569336, "E_coh": 0.969792366027832, "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": [ [ [ -81.24, 26.44 ], [ -81.18, 26.44 ], [ -81.17, 26.42 ], [ -81.17, 26.38 ], [ -81.21, 26.36 ], [ -81.24, 26.36 ], [ -81.25, 26.37 ], [ -81.25, 26.42 ], [ -81.24, 26.44 ] ] ] }, "raw_probability": 0.0507, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0507, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9476fa831dd93e5828657dc4a36684beb0ad3fb15a72d7cc6658b30775482f77" }, "receipt_sha256": "9476fa831dd93e5828657dc4a36684beb0ad3fb15a72d7cc6658b30775482f77" }, { "storm_id": "186709", "lat": 35.8707, "lon": -111.7314, "motion_east": -1.0, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1105.0, "ebshear": 22.0, "srh01": 1.0, "maxllaz": 0.003, "mesh": 0.03, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 34.2903 }, { "name": "alignment", "value": -3.9185 }, { "name": "tau", "value": 0.336 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0505 }, "coherence_score": 0.33596158027648926, "coherence_diagnostics": { "tau": 0.33596158027648926, "grad_tau": 0.1338215321302414, "torsion": 0.0, "alignment": -3.9185428619384766, "S_field": 0.2426121085882187, "Gamma_field": 0.7420589327812195, "S_over_Gamma": 0.3269445300102234, "Da": 42.86861038208008, "E_coh": 0.8604716062545776, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.72, 35.91 ], [ -111.68, 35.89 ], [ -111.68, 35.86 ], [ -111.69, 35.84 ], [ -111.71, 35.83 ], [ -111.73, 35.83 ], [ -111.73, 35.85 ], [ -111.74, 35.86 ], [ -111.78, 35.86 ], [ -111.79, 35.87 ], [ -111.79, 35.88 ], [ -111.75, 35.9 ], [ -111.73, 35.9 ], [ -111.72, 35.91 ] ] ] }, "raw_probability": 0.0505, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2fdf9de63241fc0d85a2a26296fcbaed31a5aad453b26030c2f7646ac437a025", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0505, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7fee70e3f3c1b52b1bd00f6b613d449a9313fabed6a1e1d7e36f1355119df313" }, "receipt_sha256": "7fee70e3f3c1b52b1bd00f6b613d449a9313fabed6a1e1d7e36f1355119df313" }, { "storm_id": "187238", "lat": 49.2343, "lon": -73.26, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 499.0, "ebshear": 16.0, "srh01": 7.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 31.5403 }, { "name": "alignment", "value": -2.5682 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0503 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.5265875458717346, "torsion": 0.0, "alignment": -2.56815242767334, "S_field": 0.3450291156768799, "Gamma_field": 0.22705891728401184, "S_over_Gamma": 1.5195575952529907, "Da": 14.146073341369629, "E_coh": 0.7641382217407227, "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": [ [ [ -73.26, 49.27 ], [ -73.22, 49.25 ], [ -73.25, 49.19 ], [ -73.27, 49.19 ], [ -73.27, 49.22 ], [ -73.29, 49.25 ], [ -73.26, 49.27 ] ] ] }, "raw_probability": 0.0503, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0503, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cec8897d99821e6eba494c9d639414e44eacc707d08b3baef3a87aeba6eef979" }, "receipt_sha256": "cec8897d99821e6eba494c9d639414e44eacc707d08b3baef3a87aeba6eef979" }, { "storm_id": "185472", "lat": 28.5675, "lon": -87.2181, "motion_east": 2.8, "motion_south": 5.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 4462.0, "ebshear": 29.0, "srh01": 21.0, "maxllaz": 0.002, "mesh": 0.72, "flash_rate": 30.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 42.9153 }, { "name": "alignment", "value": -0.0426 }, { "name": "tau", "value": 3.0432 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.05 }, "coherence_score": 3.043238639831543, "coherence_diagnostics": { "tau": 3.043238639831543, "grad_tau": 0.3845267593860626, "torsion": 0.0, "alignment": -0.04261845350265503, "S_field": 0.723780632019043, "Gamma_field": 0.20455892384052277, "S_over_Gamma": 3.538250207901001, "Da": 13.180597305297852, "E_coh": 0.9616503119468689, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.25, 28.63 ], [ -87.21, 28.63 ], [ -87.2, 28.62 ], [ -87.18, 28.62 ], [ -87.16, 28.6 ], [ -87.16, 28.58 ], [ -87.15, 28.57 ], [ -87.15, 28.52 ], [ -87.16, 28.5 ], [ -87.21, 28.47 ], [ -87.27, 28.47 ], [ -87.3, 28.5 ], [ -87.3, 28.55 ], [ -87.27, 28.58 ], [ -87.27, 28.61 ], [ -87.25, 28.63 ] ] ] }, "raw_probability": 0.05, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.05, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "09f6816e3edd42897e815f7532d29dc3ad603a0b5337ebe9c25a40ec102673d3" }, "receipt_sha256": "09f6816e3edd42897e815f7532d29dc3ad603a0b5337ebe9c25a40ec102673d3" }, { "storm_id": "186786", "lat": 26.674, "lon": -81.254, "motion_east": 8.5, "motion_south": 0.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2938.0, "ebshear": 16.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.15, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.4153 }, { "name": "alignment", "value": -0.6349 }, { "name": "tau", "value": 1.6611 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0499 }, "coherence_score": 1.6611438989639282, "coherence_diagnostics": { "tau": 1.6611438989639282, "grad_tau": 0.49801698327064514, "torsion": 0.0, "alignment": -0.6348881721496582, "S_field": 0.6908602118492126, "Gamma_field": 0.22455891966819763, "S_over_Gamma": 3.0765209197998047, "Da": 14.102347373962402, "E_coh": 0.9780398607254028, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -81.26, 26.71 ], [ -81.25, 26.7 ], [ -81.23, 26.7 ], [ -81.22, 26.68 ], [ -81.22, 26.64 ], [ -81.23, 26.63 ], [ -81.27, 26.63 ], [ -81.3, 26.65 ], [ -81.3, 26.69 ], [ -81.26, 26.71 ] ] ] }, "raw_probability": 0.0499, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0499, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6ac0170f116fa1d09b8098db640d06d45a81fdd6f923ac0c47c47b07316ef1f9" }, "receipt_sha256": "6ac0170f116fa1d09b8098db640d06d45a81fdd6f923ac0c47c47b07316ef1f9" }, { "storm_id": "187185", "lat": 33.37, "lon": -108.6478, "motion_east": -1.0, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1169.0, "ebshear": 18.0, "srh01": 23.0, "maxllaz": 0.001, "mesh": 0.85, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 37.7903 }, { "name": "alignment", "value": 2.0511 }, { "name": "tau", "value": 0.5838 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0494 }, "coherence_score": 0.5837527513504028, "coherence_diagnostics": { "tau": 0.5837527513504028, "grad_tau": 0.06077419966459274, "torsion": 0.0, "alignment": 2.0510857105255127, "S_field": 0.6610639095306396, "Gamma_field": 0.7162255644798279, "S_over_Gamma": 0.9229828715324402, "Da": 44.3896369934082, "E_coh": 0.9153621196746826, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.66, 33.41 ], [ -108.62, 33.41 ], [ -108.61, 33.4 ], [ -108.61, 33.35 ], [ -108.63, 33.33 ], [ -108.67, 33.32 ], [ -108.68, 33.33 ], [ -108.69, 33.37 ], [ -108.66, 33.41 ] ] ] }, "raw_probability": 0.0494, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0494, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2e8272da9b262bfae63d6d06ac8750d47f6c8f1ecab079b557f417e1bbb0fb0e" }, "receipt_sha256": "2e8272da9b262bfae63d6d06ac8750d47f6c8f1ecab079b557f417e1bbb0fb0e" }, { "storm_id": "186901", "lat": 38.6454, "lon": -107.0238, "motion_east": 3.2, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1047.0, "ebshear": 20.0, "srh01": 42.0, "maxllaz": 0.005, "mesh": 0.58, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 42.0 }, { "name": "hrrr_pwat", "value": 27.7903 }, { "name": "alignment", "value": 0.9338 }, { "name": "tau", "value": 0.3591 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0492 }, "coherence_score": 0.3590545058250427, "coherence_diagnostics": { "tau": 0.3590545058250427, "grad_tau": 0.0713033452630043, "torsion": 0.0, "alignment": 0.9337637424468994, "S_field": 0.12995904684066772, "Gamma_field": 0.9487256407737732, "S_over_Gamma": 0.1369827538728714, "Da": 57.23160171508789, "E_coh": 0.5995551347732544, "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": [ [ [ -107.01, 38.74 ], [ -106.97, 38.74 ], [ -106.96, 38.73 ], [ -106.97, 38.63 ], [ -106.99, 38.6 ], [ -106.99, 38.57 ], [ -107.03, 38.54 ], [ -107.06, 38.54 ], [ -107.1, 38.57 ], [ -107.1, 38.62 ], [ -107.06, 38.67 ], [ -107.06, 38.7 ], [ -107.01, 38.74 ] ] ] }, "raw_probability": 0.0492, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0492, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "33a8508237dde9d96684bde4e54882054f39fc403c777b3db5db0e404a9b89a2" }, "receipt_sha256": "33a8508237dde9d96684bde4e54882054f39fc403c777b3db5db0e404a9b89a2" }, { "storm_id": "186905", "lat": 34.9688, "lon": -106.5, "motion_east": -1.0, "motion_south": 3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 878.0, "ebshear": 8.0, "srh01": 4.0, "maxllaz": 0.004, "mesh": 0.86, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 27.9153 }, { "name": "alignment", "value": 0.2165 }, { "name": "tau", "value": 0.5477 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0491 }, "coherence_score": 0.5477048754692078, "coherence_diagnostics": { "tau": 0.5477048754692078, "grad_tau": 0.10036008059978485, "torsion": 0.0, "alignment": 0.21649616956710815, "S_field": 0.4791414141654968, "Gamma_field": 0.7453922629356384, "S_over_Gamma": 0.6428043842315674, "Da": 45.58240509033203, "E_coh": 0.8834454417228699, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.45, 35.05 ], [ -106.44, 35.04 ], [ -106.42, 35.04 ], [ -106.43, 34.9 ], [ -106.45, 34.9 ], [ -106.47, 34.88 ], [ -106.53, 34.88 ], [ -106.54, 34.9 ], [ -106.58, 34.93 ], [ -106.57, 34.95 ], [ -106.57, 34.98 ], [ -106.56, 34.98 ], [ -106.54, 35.0 ], [ -106.52, 35.0 ], [ -106.48, 35.02 ], [ -106.45, 35.05 ] ] ] }, "raw_probability": 0.0491, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6634f127e2ffb59638b01588df12c6aa84c6f8d33e4248fc7e7c93226aaf43b2", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0491, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "65897f0d1cdaaeaadfb770224daaf35eadd357e4faf9f4893d7f624cd06205d7" }, "receipt_sha256": "65897f0d1cdaaeaadfb770224daaf35eadd357e4faf9f4893d7f624cd06205d7" }, { "storm_id": "187281", "lat": 38.9633, "lon": -105.4767, "motion_east": 4.3, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 688.0, "ebshear": 12.0, "srh01": 9.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 24.9153 }, { "name": "alignment", "value": -2.0066 }, { "name": "tau", "value": 0.4975 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0491 }, "coherence_score": 0.49746254086494446, "coherence_diagnostics": { "tau": 0.49746254086494446, "grad_tau": 0.08406984061002731, "torsion": 0.0, "alignment": -2.0066418647766113, "S_field": 0.5156701803207397, "Gamma_field": 0.48205894231796265, "S_over_Gamma": 1.0697243213653564, "Da": 28.837858200073242, "E_coh": 0.8240919709205627, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.51, 38.98 ], [ -105.45, 38.98 ], [ -105.44, 38.97 ], [ -105.44, 38.93 ], [ -105.51, 38.94 ], [ -105.51, 38.98 ] ] ] }, "raw_probability": 0.0491, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6634f127e2ffb59638b01588df12c6aa84c6f8d33e4248fc7e7c93226aaf43b2", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0491, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "65897f0d1cdaaeaadfb770224daaf35eadd357e4faf9f4893d7f624cd06205d7" }, "receipt_sha256": "65897f0d1cdaaeaadfb770224daaf35eadd357e4faf9f4893d7f624cd06205d7" }, { "storm_id": "187225", "lat": 38.0167, "lon": -107.9689, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 688.0, "ebshear": 16.0, "srh01": 29.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 24.0403 }, { "name": "alignment", "value": 1.6952 }, { "name": "tau", "value": 0.3294 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0487 }, "coherence_score": 0.32942909002304077, "coherence_diagnostics": { "tau": 0.32942909002304077, "grad_tau": 0.040437668561935425, "torsion": 0.0, "alignment": 1.6952126026153564, "S_field": 0.1790163666009903, "Gamma_field": 0.67789226770401, "S_over_Gamma": 0.26407790184020996, "Da": 42.660003662109375, "E_coh": 0.7239254117012024, "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": [ [ [ -107.98, 38.05 ], [ -107.95, 38.05 ], [ -107.93, 38.04 ], [ -107.93, 38.01 ], [ -107.96, 37.97 ], [ -107.99, 37.97 ], [ -108.0, 37.98 ], [ -108.0, 38.03 ], [ -107.98, 38.05 ] ] ] }, "raw_probability": 0.0487, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0487, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "93d258fcc1db80316849cf0bfa98b8eeaa79b0f7eab73f8f5e29be125aa819b7" }, "receipt_sha256": "93d258fcc1db80316849cf0bfa98b8eeaa79b0f7eab73f8f5e29be125aa819b7" }, { "storm_id": "186150", "lat": 43.9256, "lon": -103.8367, "motion_east": 3.8, "motion_south": 0.1, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 691.0, "ebshear": 27.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 20.2903 }, { "name": "alignment", "value": -1.1627 }, { "name": "tau", "value": 0.321 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0486 }, "coherence_score": 0.3210390508174896, "coherence_diagnostics": { "tau": 0.3210390508174896, "grad_tau": 0.01962593011558056, "torsion": 0.0, "alignment": -1.1626825332641602, "S_field": 0.12791138887405396, "Gamma_field": 0.46122559905052185, "S_over_Gamma": 0.27732932567596436, "Da": 28.09576416015625, "E_coh": 0.34241360425949097, "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": [ [ [ -103.87, 43.96 ], [ -103.81, 43.96 ], [ -103.79, 43.94 ], [ -103.79, 43.9 ], [ -103.81, 43.89 ], [ -103.82, 43.87 ], [ -103.88, 43.9 ], [ -103.89, 43.95 ], [ -103.87, 43.96 ] ] ] }, "raw_probability": 0.0486, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0486, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1542fc45e07f5976cb8fceef7733cea12f36efc5bc8201be5d9782b05c3b60e6" }, "receipt_sha256": "1542fc45e07f5976cb8fceef7733cea12f36efc5bc8201be5d9782b05c3b60e6" }, { "storm_id": "186993", "lat": 33.3229, "lon": -109.0843, "motion_east": 1.5, "motion_south": -1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1509.0, "ebshear": 24.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.36, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 49.0403 }, { "name": "alignment", "value": -0.1185 }, { "name": "tau", "value": 0.5891 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0484 }, "coherence_score": 0.5890711545944214, "coherence_diagnostics": { "tau": 0.5890711545944214, "grad_tau": 0.07336297631263733, "torsion": 0.0, "alignment": -0.11853507906198502, "S_field": 0.8018780946731567, "Gamma_field": 0.7103922367095947, "S_over_Gamma": 1.1287821531295776, "Da": 43.39346694946289, "E_coh": 0.9632917046546936, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -109.08, 33.36 ], [ -109.06, 33.34 ], [ -109.06, 33.29 ], [ -109.09, 33.28 ], [ -109.11, 33.29 ], [ -109.11, 33.34 ], [ -109.08, 33.36 ] ] ] }, "raw_probability": 0.0484, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0484, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6b2e764d718ebe57cc617689ba186de15c90275753030341b2a6eb88b8d70f26" }, "receipt_sha256": "6b2e764d718ebe57cc617689ba186de15c90275753030341b2a6eb88b8d70f26" }, { "storm_id": "186632", "lat": 40.4027, "lon": -112.39, "motion_east": 2.2, "motion_south": -4.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 329.0, "ebshear": 12.0, "srh01": 17.0, "maxllaz": 0.005, "mesh": 0.32, "flash_rate": 13.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 11.6653 }, { "name": "alignment", "value": -0.5449 }, { "name": "tau", "value": 0.2833 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 0.28326889872550964, "coherence_diagnostics": { "tau": 0.28326889872550964, "grad_tau": 0.02056574635207653, "torsion": 0.0, "alignment": -0.544865608215332, "S_field": 0.16903556883335114, "Gamma_field": 0.6253922581672668, "S_over_Gamma": 0.27028727531433105, "Da": 38.453948974609375, "E_coh": 0.3634550869464874, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.35, 40.51 ], [ -112.31, 40.51 ], [ -112.29, 40.5 ], [ -112.28, 40.46 ], [ -112.27, 40.45 ], [ -112.28, 40.4 ], [ -112.3, 40.36 ], [ -112.32, 40.34 ], [ -112.32, 40.27 ], [ -112.3, 40.24 ], [ -112.32, 40.22 ], [ -112.4, 40.23 ], [ -112.42, 40.25 ], [ -112.39, 40.29 ], [ -112.41, 40.31 ], [ -112.41, 40.33 ], [ -112.44, 40.35 ], [ -112.46, 40.39 ], [ -112.5, 40.42 ], [ -112.5, 40.44 ], [ -112.51, 40.45 ], [ -112.51, 40.48 ], [ -112.5, 40.49 ], [ -112.48, 40.49 ], [ -112.47, 40.48 ], [ -112.42, 40.48 ], [ -112.41, 40.47 ], [ -112.4, 40.48 ], [ -112.38, 40.48 ], [ -112.35, 40.51 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0483, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "783df7059bf0e214e0cd8e46eb9e818f1bcf2571ac8e1ecbeb007bb3765a8d0b" }, "receipt_sha256": "783df7059bf0e214e0cd8e46eb9e818f1bcf2571ac8e1ecbeb007bb3765a8d0b" }, { "storm_id": "187019", "lat": 40.27, "lon": -112.1579, "motion_east": 2.4, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 286.0, "ebshear": 11.0, "srh01": 15.0, "maxllaz": 0.001, "mesh": 0.15, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 15.0 }, { "name": "hrrr_pwat", "value": 11.6653 }, { "name": "alignment", "value": -0.5449 }, { "name": "tau", "value": 0.2833 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 0.28326889872550964, "coherence_diagnostics": { "tau": 0.28326889872550964, "grad_tau": 0.02056574635207653, "torsion": 0.0, "alignment": -0.544865608215332, "S_field": 0.16903556883335114, "Gamma_field": 0.6253922581672668, "S_over_Gamma": 0.27028727531433105, "Da": 38.453948974609375, "E_coh": 0.3634550869464874, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.17, 40.31 ], [ -112.14, 40.31 ], [ -112.12, 40.3 ], [ -112.12, 40.28 ], [ -112.11, 40.27 ], [ -112.11, 40.24 ], [ -112.12, 40.23 ], [ -112.17, 40.23 ], [ -112.18, 40.24 ], [ -112.21, 40.24 ], [ -112.21, 40.25 ], [ -112.19, 40.27 ], [ -112.19, 40.3 ], [ -112.17, 40.31 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0483, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "783df7059bf0e214e0cd8e46eb9e818f1bcf2571ac8e1ecbeb007bb3765a8d0b" }, "receipt_sha256": "783df7059bf0e214e0cd8e46eb9e818f1bcf2571ac8e1ecbeb007bb3765a8d0b" }, { "storm_id": "187219", "lat": 40.4188, "lon": -105.075, "motion_east": 6.2, "motion_south": 2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1264.0, "ebshear": 29.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.23, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 20.0403 }, { "name": "alignment", "value": -0.8123 }, { "name": "tau", "value": 0.3724 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0483 }, "coherence_score": 0.37244150042533875, "coherence_diagnostics": { "tau": 0.37244150042533875, "grad_tau": 0.07357585430145264, "torsion": 0.0, "alignment": -0.8123255968093872, "S_field": 0.13201889395713806, "Gamma_field": 0.6128922700881958, "S_over_Gamma": 0.21540309488773346, "Da": 36.32109069824219, "E_coh": 0.6412515044212341, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.08, 40.45 ], [ -105.05, 40.45 ], [ -105.04, 40.44 ], [ -105.04, 40.39 ], [ -105.07, 40.37 ], [ -105.12, 40.37 ], [ -105.12, 40.43 ], [ -105.08, 40.45 ] ] ] }, "raw_probability": 0.0483, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0483, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "783df7059bf0e214e0cd8e46eb9e818f1bcf2571ac8e1ecbeb007bb3765a8d0b" }, "receipt_sha256": "783df7059bf0e214e0cd8e46eb9e818f1bcf2571ac8e1ecbeb007bb3765a8d0b" }, { "storm_id": "186355", "lat": 34.1017, "lon": -108.2833, "motion_east": 4.3, "motion_south": 1.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 924.0, "ebshear": 24.0, "srh01": 9.0, "maxllaz": 0.004, "mesh": 0.89, "flash_rate": 14.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 29.6653 }, { "name": "alignment", "value": -1.6005 }, { "name": "tau", "value": 0.4596 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0482 }, "coherence_score": 0.45958560705184937, "coherence_diagnostics": { "tau": 0.45958560705184937, "grad_tau": 0.09303781390190125, "torsion": 0.0, "alignment": -1.6004549264907837, "S_field": 0.11671926081180573, "Gamma_field": 0.35205891728401184, "S_over_Gamma": 0.3315333127975464, "Da": 21.556690216064453, "E_coh": 0.3943404257297516, "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": [ [ [ -108.3, 34.16 ], [ -108.25, 34.16 ], [ -108.21, 34.12 ], [ -108.22, 34.08 ], [ -108.24, 34.06 ], [ -108.26, 34.06 ], [ -108.27, 34.05 ], [ -108.31, 34.05 ], [ -108.35, 34.08 ], [ -108.35, 34.11 ], [ -108.34, 34.13 ], [ -108.3, 34.16 ] ] ] }, "raw_probability": 0.0482, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0482, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6b027a2ab08dbfacffb585b41a9282758025a69bdbd14eef7b4427a1efefcd6b" }, "receipt_sha256": "6b027a2ab08dbfacffb585b41a9282758025a69bdbd14eef7b4427a1efefcd6b" }, { "storm_id": "187237", "lat": 49.3717, "lon": -73.0792, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 509.0, "ebshear": 16.0, "srh01": 6.0, "maxllaz": 0.0, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 31.5403 }, { "name": "alignment", "value": -2.5682 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.048 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.5265875458717346, "torsion": 0.0, "alignment": -2.56815242767334, "S_field": 0.3450291156768799, "Gamma_field": 0.22705891728401184, "S_over_Gamma": 1.5195575952529907, "Da": 14.146073341369629, "E_coh": 0.7641382217407227, "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": [ [ [ -73.1, 49.42 ], [ -73.07, 49.42 ], [ -73.03, 49.4 ], [ -73.04, 49.39 ], [ -73.04, 49.35 ], [ -73.03, 49.33 ], [ -73.05, 49.32 ], [ -73.11, 49.32 ], [ -73.12, 49.33 ], [ -73.12, 49.36 ], [ -73.14, 49.4 ], [ -73.1, 49.42 ] ] ] }, "raw_probability": 0.048, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.048, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "46df7aa80b29820101ebc4c53ca1fde096825afc3601242afbcecee38cca0366" }, "receipt_sha256": "46df7aa80b29820101ebc4c53ca1fde096825afc3601242afbcecee38cca0366" }, { "storm_id": "186857", "lat": 46.96, "lon": -69.3625, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 939.0, "ebshear": 17.0, "srh01": 30.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 30.0 }, { "name": "hrrr_pwat", "value": 29.1653 }, { "name": "alignment", "value": -0.5626 }, { "name": "tau", "value": 0.393 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0477 }, "coherence_score": 0.3930453956127167, "coherence_diagnostics": { "tau": 0.3930453956127167, "grad_tau": 0.1873098611831665, "torsion": 1.1093355123392712e-09, "alignment": -0.5625930428504944, "S_field": 0.07020699977874756, "Gamma_field": 0.35289227962493896, "S_over_Gamma": 0.19894739985466003, "Da": 22.787628173828125, "E_coh": 0.2787528336048126, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.38, 46.99 ], [ -69.34, 46.99 ], [ -69.32, 46.97 ], [ -69.32, 46.94 ], [ -69.35, 46.91 ], [ -69.41, 46.91 ], [ -69.4, 46.98 ], [ -69.38, 46.99 ] ] ] }, "raw_probability": 0.0477, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0477, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a3bd7456ae54f317cf4b73586e30c048486d5187487fbdea904cad82bec0c05" }, "receipt_sha256": "4a3bd7456ae54f317cf4b73586e30c048486d5187487fbdea904cad82bec0c05" }, { "storm_id": "187216", "lat": 41.108, "lon": -104.918, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 776.0, "ebshear": 27.0, "srh01": 8.0, "maxllaz": -0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 16.4153 }, { "name": "alignment", "value": -0.891 }, { "name": "tau", "value": 0.3451 }, { "name": "maxllaz", "value": -0.004 } ], "model_scores": { "gbt_prob": 0.0477 }, "coherence_score": 0.34514954686164856, "coherence_diagnostics": { "tau": 0.34514954686164856, "grad_tau": 0.04269455373287201, "torsion": 0.0, "alignment": -0.8910298943519592, "S_field": 0.11416543275117874, "Gamma_field": 0.6512255668640137, "S_over_Gamma": 0.17530858516693115, "Da": 38.315895080566406, "E_coh": 0.009414474479854107, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.95, 41.14 ], [ -104.87, 41.14 ], [ -104.87, 41.06 ], [ -104.95, 41.06 ], [ -104.95, 41.14 ] ] ] }, "raw_probability": 0.0477, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0477, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a3bd7456ae54f317cf4b73586e30c048486d5187487fbdea904cad82bec0c05" }, "receipt_sha256": "4a3bd7456ae54f317cf4b73586e30c048486d5187487fbdea904cad82bec0c05" }, { "storm_id": "187180", "lat": 36.7333, "lon": -112.0189, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 672.0, "ebshear": 13.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.13, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 14.2903 }, { "name": "alignment", "value": -1.6494 }, { "name": "tau", "value": 0.2319 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0476 }, "coherence_score": 0.23193326592445374, "coherence_diagnostics": { "tau": 0.23193326592445374, "grad_tau": 0.018912319093942642, "torsion": 0.0, "alignment": -1.6494301557540894, "S_field": 0.1306917369365692, "Gamma_field": 0.5237255692481995, "S_over_Gamma": 0.24954240024089813, "Da": 34.796695709228516, "E_coh": 0.4918224513530731, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.03, 36.76 ], [ -112.0, 36.76 ], [ -111.99, 36.75 ], [ -111.99, 36.71 ], [ -112.0, 36.7 ], [ -112.03, 36.7 ], [ -112.05, 36.72 ], [ -112.05, 36.74 ], [ -112.03, 36.76 ] ] ] }, "raw_probability": 0.0476, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0476, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "224c812335d412c2e712111f05baad27a8348ff0af77cebf196cf3f1679f9008" }, "receipt_sha256": "224c812335d412c2e712111f05baad27a8348ff0af77cebf196cf3f1679f9008" }, { "storm_id": "187263", "lat": 36.07, "lon": -108.9356, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 627.0, "ebshear": 20.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.4, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 27.5403 }, { "name": "alignment", "value": 0.2984 }, { "name": "tau", "value": 0.4577 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0474 }, "coherence_score": 0.4576926529407501, "coherence_diagnostics": { "tau": 0.4576926529407501, "grad_tau": 0.04801454395055771, "torsion": 0.0, "alignment": 0.29835572838783264, "S_field": 0.35781970620155334, "Gamma_field": 0.4920589327812195, "S_over_Gamma": 0.7271887063980103, "Da": 28.948169708251953, "E_coh": 0.8731697797775269, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.95, 36.1 ], [ -108.91, 36.1 ], [ -108.9, 36.09 ], [ -108.9, 36.05 ], [ -108.92, 36.03 ], [ -108.95, 36.03 ], [ -108.97, 36.05 ], [ -108.97, 36.08 ], [ -108.95, 36.1 ] ] ] }, "raw_probability": 0.0474, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0474, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f697a20b993e100f373fdf7115b87d3aedfb380a3bc25883db7c404c749f1dcb" }, "receipt_sha256": "f697a20b993e100f373fdf7115b87d3aedfb380a3bc25883db7c404c749f1dcb" }, { "storm_id": "187085", "lat": 39.0289, "lon": -105.99, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 724.0, "ebshear": 17.0, "srh01": 12.0, "maxllaz": 0.003, "mesh": 0.43, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 24.9153 }, { "name": "alignment", "value": -2.0066 }, { "name": "tau", "value": 0.4975 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0472 }, "coherence_score": 0.49746254086494446, "coherence_diagnostics": { "tau": 0.49746254086494446, "grad_tau": 0.08406984061002731, "torsion": 0.0, "alignment": -2.0066418647766113, "S_field": 0.5156701803207397, "Gamma_field": 0.48205894231796265, "S_over_Gamma": 1.0697243213653564, "Da": 28.837858200073242, "E_coh": 0.8240919709205627, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.0, 39.07 ], [ -105.97, 39.07 ], [ -105.95, 39.05 ], [ -105.95, 39.0 ], [ -105.98, 38.98 ], [ -106.0, 38.98 ], [ -106.03, 39.0 ], [ -106.03, 39.04 ], [ -106.0, 39.07 ] ] ] }, "raw_probability": 0.0472, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0472, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d196ea59e67bf42bac78543f65ea45ba94afceaff18dcd01bae25b1041428dfa" }, "receipt_sha256": "d196ea59e67bf42bac78543f65ea45ba94afceaff18dcd01bae25b1041428dfa" }, { "storm_id": "187117", "lat": 32.27, "lon": -86.1163, "motion_east": 3.9, "motion_south": 6.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3030.0, "ebshear": 19.0, "srh01": 16.0, "maxllaz": 0.003, "mesh": 0.46, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 44.1653 }, { "name": "alignment", "value": 2.0026 }, { "name": "tau", "value": 3.0018 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0472 }, "coherence_score": 3.0018134117126465, "coherence_diagnostics": { "tau": 3.0018134117126465, "grad_tau": 0.4036007523536682, "torsion": 0.0, "alignment": 2.0025994777679443, "S_field": 0.8971511721611023, "Gamma_field": 0.29039227962493896, "S_over_Gamma": 3.0894455909729004, "Da": 18.57668685913086, "E_coh": 0.9646759033203125, "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": [ [ [ -86.16, 32.33 ], [ -86.04, 32.33 ], [ -86.04, 32.31 ], [ -86.03, 32.3 ], [ -86.03, 32.22 ], [ -86.02, 32.21 ], [ -86.04, 32.2 ], [ -86.05, 32.21 ], [ -86.14, 32.21 ], [ -86.18, 32.23 ], [ -86.18, 32.26 ], [ -86.2, 32.28 ], [ -86.21, 32.27 ], [ -86.21, 32.31 ], [ -86.17, 32.32 ], [ -86.16, 32.33 ] ] ] }, "raw_probability": 0.0472, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0472, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d196ea59e67bf42bac78543f65ea45ba94afceaff18dcd01bae25b1041428dfa" }, "receipt_sha256": "d196ea59e67bf42bac78543f65ea45ba94afceaff18dcd01bae25b1041428dfa" }, { "storm_id": "187267", "lat": 32.8429, "lon": -106.8271, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 826.0, "ebshear": 14.0, "srh01": 10.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 30.5403 }, { "name": "alignment", "value": 2.1682 }, { "name": "tau", "value": 0.5789 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0471 }, "coherence_score": 0.5788968801498413, "coherence_diagnostics": { "tau": 0.5788968801498413, "grad_tau": 0.05649068206548691, "torsion": 0.0, "alignment": 2.16823673248291, "S_field": 0.45747554302215576, "Gamma_field": 0.9345589876174927, "S_over_Gamma": 0.48950955271720886, "Da": 58.9478874206543, "E_coh": 0.7615888118743896, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.84, 32.86 ], [ -106.83, 32.85 ], [ -106.79, 32.85 ], [ -106.76, 32.82 ], [ -106.86, 32.82 ], [ -106.87, 32.84 ], [ -106.84, 32.86 ] ] ] }, "raw_probability": 0.0471, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0471, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2e9dc1109bf8377d01fb9f0af98663abb1de04242397814f582f7fa1375f70a0" }, "receipt_sha256": "2e9dc1109bf8377d01fb9f0af98663abb1de04242397814f582f7fa1375f70a0" }, { "storm_id": "186782", "lat": 35.0308, "lon": -108.1533, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1014.0, "ebshear": 19.0, "srh01": 21.0, "maxllaz": 0.004, "mesh": 0.49, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 32.5403 }, { "name": "alignment", "value": 0.8499 }, { "name": "tau", "value": 0.4037 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.047 }, "coherence_score": 0.40367749333381653, "coherence_diagnostics": { "tau": 0.40367749333381653, "grad_tau": 0.015018479898571968, "torsion": 0.0, "alignment": 0.8499027490615845, "S_field": 0.20509883761405945, "Gamma_field": 1.2287254333496094, "S_over_Gamma": 0.1669199913740158, "Da": 74.59334564208984, "E_coh": 0.1801421046257019, "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": [ [ [ -108.16, 35.08 ], [ -108.08, 35.05 ], [ -108.08, 35.01 ], [ -108.09, 35.0 ], [ -108.13, 35.0 ], [ -108.15, 34.98 ], [ -108.19, 34.99 ], [ -108.21, 35.01 ], [ -108.21, 35.05 ], [ -108.2, 35.06 ], [ -108.18, 35.06 ], [ -108.16, 35.08 ] ] ] }, "raw_probability": 0.047, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1d677bea6f069c60102602fdf1d8c9897f7dde1230e0782f76af65bae597bce4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.047, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f224353f2b177a12d1731986c825077decdfe9b1aa67b15ebdb36fa68d218fa2" }, "receipt_sha256": "f224353f2b177a12d1731986c825077decdfe9b1aa67b15ebdb36fa68d218fa2" }, { "storm_id": "187071", "lat": 31.3295, "lon": -87.6814, "motion_east": 3.7, "motion_south": 6.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3592.0, "ebshear": 15.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.57, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 44.4153 }, { "name": "alignment", "value": 0.6941 }, { "name": "tau", "value": 2.6152 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0468 }, "coherence_score": 2.6151764392852783, "coherence_diagnostics": { "tau": 2.6151764392852783, "grad_tau": 0.5156612396240234, "torsion": 0.0, "alignment": 0.6940907835960388, "S_field": 0.9506065845489502, "Gamma_field": 0.2978922724723816, "S_over_Gamma": 3.191108465194702, "Da": 18.775527954101562, "E_coh": 0.9785163402557373, "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": [ [ [ -87.66, 31.39 ], [ -87.65, 31.38 ], [ -87.62, 31.38 ], [ -87.58, 31.35 ], [ -87.58, 31.32 ], [ -87.59, 31.31 ], [ -87.59, 31.26 ], [ -87.62, 31.26 ], [ -87.64, 31.24 ], [ -87.67, 31.24 ], [ -87.69, 31.25 ], [ -87.73, 31.3 ], [ -87.76, 31.3 ], [ -87.78, 31.32 ], [ -87.78, 31.36 ], [ -87.79, 31.37 ], [ -87.77, 31.38 ], [ -87.74, 31.38 ], [ -87.73, 31.37 ], [ -87.68, 31.37 ], [ -87.66, 31.39 ] ] ] }, "raw_probability": 0.0468, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0468, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e7d69638d50896f43dd63649e5446bf8cf53c7606510937d76291e06ca4b91d4" }, "receipt_sha256": "e7d69638d50896f43dd63649e5446bf8cf53c7606510937d76291e06ca4b91d4" }, { "storm_id": "186829", "lat": 40.525, "lon": -112.1275, "motion_east": 2.5, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 493.0, "ebshear": 13.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.68, "flash_rate": 7.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 11.6653 }, { "name": "alignment", "value": -0.5449 }, { "name": "tau", "value": 0.2833 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0466 }, "coherence_score": 0.28326889872550964, "coherence_diagnostics": { "tau": 0.28326889872550964, "grad_tau": 0.02056574635207653, "torsion": 0.0, "alignment": -0.544865608215332, "S_field": 0.16903556883335114, "Gamma_field": 0.6253922581672668, "S_over_Gamma": 0.27028727531433105, "Da": 38.453948974609375, "E_coh": 0.3634550869464874, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.09, 40.57 ], [ -112.05, 40.57 ], [ -112.05, 40.52 ], [ -112.13, 40.46 ], [ -112.18, 40.46 ], [ -112.19, 40.47 ], [ -112.19, 40.5 ], [ -112.18, 40.52 ], [ -112.16, 40.54 ], [ -112.12, 40.56 ], [ -112.1, 40.56 ], [ -112.09, 40.57 ] ] ] }, "raw_probability": 0.0466, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0466, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "953128fd5a7439910bf1c0d3c5c3acfc4e97a624d0b49a3b9e3bcc16bf6ca712" }, "receipt_sha256": "953128fd5a7439910bf1c0d3c5c3acfc4e97a624d0b49a3b9e3bcc16bf6ca712" }, { "storm_id": "186475", "lat": 36.6033, "lon": -105.85, "motion_east": 2.4, "motion_south": 0.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 779.0, "ebshear": 9.0, "srh01": 8.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 30.1653 }, { "name": "alignment", "value": 0.8435 }, { "name": "tau", "value": 0.4716 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0464 }, "coherence_score": 0.47159647941589355, "coherence_diagnostics": { "tau": 0.47159647941589355, "grad_tau": 0.057215768843889236, "torsion": 0.0, "alignment": 0.8434621095657349, "S_field": 0.2561267018318176, "Gamma_field": 0.9045589566230774, "S_over_Gamma": 0.28315091133117676, "Da": 52.95879364013672, "E_coh": 0.875038743019104, "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": [ [ [ -105.86, 36.64 ], [ -105.83, 36.64 ], [ -105.83, 36.59 ], [ -105.82, 36.58 ], [ -105.83, 36.57 ], [ -105.86, 36.57 ], [ -105.88, 36.58 ], [ -105.88, 36.62 ], [ -105.86, 36.64 ] ] ] }, "raw_probability": 0.0464, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0464, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a396d17bd8fde11a481c653a5f1718cea65004471e506fa64a0f7810856998cc" }, "receipt_sha256": "a396d17bd8fde11a481c653a5f1718cea65004471e506fa64a0f7810856998cc" }, { "storm_id": "187286", "lat": 35.287, "lon": -106.31, "motion_east": -1.0, "motion_south": 2.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 861.0, "ebshear": 6.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.22, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 28.6653 }, { "name": "alignment", "value": 0.337 }, { "name": "tau", "value": 0.4624 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0463 }, "coherence_score": 0.4623859226703644, "coherence_diagnostics": { "tau": 0.4623859226703644, "grad_tau": 0.06865842640399933, "torsion": 0.0, "alignment": 0.336969792842865, "S_field": 0.2363404482603073, "Gamma_field": 0.9978923201560974, "S_over_Gamma": 0.2368396371603012, "Da": 60.89594268798828, "E_coh": 0.8025108575820923, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.33, 35.34 ], [ -106.28, 35.34 ], [ -106.27, 35.33 ], [ -106.27, 35.27 ], [ -106.29, 35.25 ], [ -106.29, 35.24 ], [ -106.32, 35.22 ], [ -106.36, 35.24 ], [ -106.36, 35.3 ], [ -106.33, 35.34 ] ] ] }, "raw_probability": 0.0463, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0463, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1e2b0186540d36f89ecdbfe6bbe6538990b454e6f6235dfa702c79b0e230d1eb" }, "receipt_sha256": "1e2b0186540d36f89ecdbfe6bbe6538990b454e6f6235dfa702c79b0e230d1eb" }, { "storm_id": "187139", "lat": 34.2473, "lon": -106.08, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1097.0, "ebshear": 6.0, "srh01": 4.0, "maxllaz": 0.0, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 19.4153 }, { "name": "alignment", "value": 0.9591 }, { "name": "tau", "value": 0.6044 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0454 }, "coherence_score": 0.6043671369552612, "coherence_diagnostics": { "tau": 0.6043671369552612, "grad_tau": 0.06184433400630951, "torsion": 0.0, "alignment": 0.9590550661087036, "S_field": 0.35149243474006653, "Gamma_field": 0.5170589685440063, "S_over_Gamma": 0.6797917485237122, "Da": 33.39344787597656, "E_coh": 0.8135421276092529, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.06, 34.28 ], [ -106.05, 34.27 ], [ -106.04, 34.22 ], [ -106.06, 34.21 ], [ -106.08, 34.22 ], [ -106.12, 34.21 ], [ -106.12, 34.24 ], [ -106.11, 34.26 ], [ -106.1, 34.27 ], [ -106.08, 34.26 ], [ -106.06, 34.28 ] ] ] }, "raw_probability": 0.0454, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0454, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c8855736d6bcea2b9f74cce05d4de94a83b64cf71a97466057ee5932e8072a4c" }, "receipt_sha256": "c8855736d6bcea2b9f74cce05d4de94a83b64cf71a97466057ee5932e8072a4c" }, { "storm_id": "186059", "lat": 33.7719, "lon": -108.6969, "motion_east": 0.9, "motion_south": -2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 885.0, "ebshear": 26.0, "srh01": 12.0, "maxllaz": 0.003, "mesh": 0.92, "flash_rate": 19.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 29.6653 }, { "name": "alignment", "value": -1.6005 }, { "name": "tau", "value": 0.4596 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.045 }, "coherence_score": 0.45958560705184937, "coherence_diagnostics": { "tau": 0.45958560705184937, "grad_tau": 0.09303781390190125, "torsion": 0.0, "alignment": -1.6004549264907837, "S_field": 0.11671926081180573, "Gamma_field": 0.35205891728401184, "S_over_Gamma": 0.3315333127975464, "Da": 21.556690216064453, "E_coh": 0.3943404257297516, "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": [ [ [ -108.68, 33.84 ], [ -108.65, 33.84 ], [ -108.61, 33.81 ], [ -108.6, 33.79 ], [ -108.6, 33.75 ], [ -108.63, 33.72 ], [ -108.67, 33.71 ], [ -108.69, 33.69 ], [ -108.74, 33.69 ], [ -108.76, 33.7 ], [ -108.8, 33.74 ], [ -108.8, 33.78 ], [ -108.77, 33.81 ], [ -108.75, 33.82 ], [ -108.72, 33.82 ], [ -108.68, 33.84 ] ] ] }, "raw_probability": 0.045, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.045, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e1329e8e51586ea2b162c8b182b278511e352fd33f0e1f84109f86a681a5987e" }, "receipt_sha256": "e1329e8e51586ea2b162c8b182b278511e352fd33f0e1f84109f86a681a5987e" }, { "storm_id": "187140", "lat": 34.0389, "lon": -108.4244, "motion_east": 2.0, "motion_south": -1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 926.0, "ebshear": 25.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.86, "flash_rate": 14.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 29.6653 }, { "name": "alignment", "value": -1.6005 }, { "name": "tau", "value": 0.4596 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.045 }, "coherence_score": 0.45958560705184937, "coherence_diagnostics": { "tau": 0.45958560705184937, "grad_tau": 0.09303781390190125, "torsion": 0.0, "alignment": -1.6004549264907837, "S_field": 0.11671926081180573, "Gamma_field": 0.35205891728401184, "S_over_Gamma": 0.3315333127975464, "Da": 21.556690216064453, "E_coh": 0.3943404257297516, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -108.44, 34.07 ], [ -108.41, 34.07 ], [ -108.39, 34.05 ], [ -108.38, 34.02 ], [ -108.4, 34.0 ], [ -108.44, 34.0 ], [ -108.46, 34.02 ], [ -108.46, 34.05 ], [ -108.44, 34.07 ] ] ] }, "raw_probability": 0.045, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.045, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e1329e8e51586ea2b162c8b182b278511e352fd33f0e1f84109f86a681a5987e" }, "receipt_sha256": "e1329e8e51586ea2b162c8b182b278511e352fd33f0e1f84109f86a681a5987e" }, { "storm_id": "186885", "lat": 27.3236, "lon": -82.0018, "motion_east": 5.4, "motion_south": 3.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3579.0, "ebshear": 17.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 43.0403 }, { "name": "alignment", "value": -0.2183 }, { "name": "tau", "value": 2.1492 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 2.1491546630859375, "coherence_diagnostics": { "tau": 2.1491546630859375, "grad_tau": 0.47650083899497986, "torsion": 0.0, "alignment": -0.21825876832008362, "S_field": 0.3386654257774353, "Gamma_field": 0.3370589315891266, "S_over_Gamma": 1.0047662258148193, "Da": 21.61113929748535, "E_coh": 0.9240961670875549, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.05, 27.36 ], [ -81.99, 27.36 ], [ -81.97, 27.35 ], [ -81.94, 27.32 ], [ -81.94, 27.29 ], [ -81.95, 27.28 ], [ -81.99, 27.28 ], [ -82.02, 27.3 ], [ -82.06, 27.31 ], [ -82.06, 27.35 ], [ -82.05, 27.36 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0449, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0640397e8a251cef7a1413609b1b9029af867ce8d6da9337b418e64e93cbf9bf" }, "receipt_sha256": "0640397e8a251cef7a1413609b1b9029af867ce8d6da9337b418e64e93cbf9bf" }, { "storm_id": "186974", "lat": 25.3456, "lon": -81.9278, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3410.0, "ebshear": 20.0, "srh01": 8.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -0.4318 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.0800217390060425, "torsion": 0.0, "alignment": -0.43184757232666016, "S_field": 0.3542848229408264, "Gamma_field": 0.2353922575712204, "S_over_Gamma": 1.5050827264785767, "Da": 14.770769119262695, "E_coh": 0.9311209917068481, "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": [ [ [ -81.92, 25.41 ], [ -81.87, 25.41 ], [ -81.87, 25.38 ], [ -81.83, 25.33 ], [ -81.89, 25.33 ], [ -81.9, 25.32 ], [ -81.92, 25.32 ], [ -81.93, 25.31 ], [ -81.92, 25.29 ], [ -81.95, 25.29 ], [ -81.96, 25.3 ], [ -82.0, 25.31 ], [ -82.0, 25.34 ], [ -81.99, 25.33 ], [ -81.95, 25.37 ], [ -81.95, 25.38 ], [ -81.93, 25.39 ], [ -81.92, 25.41 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0449, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0640397e8a251cef7a1413609b1b9029af867ce8d6da9337b418e64e93cbf9bf" }, "receipt_sha256": "0640397e8a251cef7a1413609b1b9029af867ce8d6da9337b418e64e93cbf9bf" }, { "storm_id": "187130", "lat": 40.8327, "lon": -103.4718, "motion_east": 5.2, "motion_south": 0.2, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2633.0, "ebshear": 39.0, "srh01": 4.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 24.2903 }, { "name": "alignment", "value": 0.1078 }, { "name": "tau", "value": 0.4591 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0448 }, "coherence_score": 0.4591469168663025, "coherence_diagnostics": { "tau": 0.4591469168663025, "grad_tau": 0.09292738884687424, "torsion": 0.0, "alignment": 0.10775890201330185, "S_field": 0.24636390805244446, "Gamma_field": 0.48455893993377686, "S_over_Gamma": 0.5084291696548462, "Da": 28.895626068115234, "E_coh": 0.8770538568496704, "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": [ [ [ -103.47, 40.87 ], [ -103.45, 40.87 ], [ -103.42, 40.85 ], [ -103.42, 40.8 ], [ -103.46, 40.77 ], [ -103.48, 40.77 ], [ -103.52, 40.8 ], [ -103.52, 40.84 ], [ -103.5, 40.86 ], [ -103.48, 40.86 ], [ -103.47, 40.87 ] ] ] }, "raw_probability": 0.0448, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0448, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7d3c07d89ee58ef45f0362e60ae004d3dc138706b2a496a69dcb0958e0f22f6a" }, "receipt_sha256": "7d3c07d89ee58ef45f0362e60ae004d3dc138706b2a496a69dcb0958e0f22f6a" }, { "storm_id": "187241", "lat": 47.2657, "lon": -69.3129, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 897.0, "ebshear": 16.0, "srh01": 20.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 29.1653 }, { "name": "alignment", "value": -0.5626 }, { "name": "tau", "value": 0.393 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0446 }, "coherence_score": 0.3930453956127167, "coherence_diagnostics": { "tau": 0.3930453956127167, "grad_tau": 0.1873098611831665, "torsion": 1.1093355123392712e-09, "alignment": -0.5625930428504944, "S_field": 0.07020699977874756, "Gamma_field": 0.35289227962493896, "S_over_Gamma": 0.19894739985466003, "Da": 22.787628173828125, "E_coh": 0.2787528336048126, "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": [ [ [ -69.35, 47.29 ], [ -69.29, 47.28 ], [ -69.28, 47.27 ], [ -69.28, 47.25 ], [ -69.29, 47.24 ], [ -69.35, 47.24 ], [ -69.35, 47.29 ] ] ] }, "raw_probability": 0.0446, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0446, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "263b2c2c4a99ca66c1dbeb915fc68e439e2869e93b6b835b3a96d7cc966a1d13" }, "receipt_sha256": "263b2c2c4a99ca66c1dbeb915fc68e439e2869e93b6b835b3a96d7cc966a1d13" }, { "storm_id": "187265", "lat": 35.4355, "lon": -106.09, "motion_east": -2.0, "motion_south": 3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 944.0, "ebshear": 7.0, "srh01": 4.0, "maxllaz": 0.005, "mesh": 0.26, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 24.2903 }, { "name": "alignment", "value": -1.6992 }, { "name": "tau", "value": 0.5516 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0442 }, "coherence_score": 0.5516151785850525, "coherence_diagnostics": { "tau": 0.5516151785850525, "grad_tau": 0.04742215946316719, "torsion": 0.0, "alignment": -1.699182152748108, "S_field": 0.3767986297607422, "Gamma_field": 0.5337256193161011, "S_over_Gamma": 0.7059781551361084, "Da": 32.88160705566406, "E_coh": 0.8663432598114014, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.03, 35.55 ], [ -105.99, 35.55 ], [ -105.97, 35.53 ], [ -105.97, 35.49 ], [ -106.02, 35.45 ], [ -106.04, 35.45 ], [ -106.08, 35.42 ], [ -106.07, 35.38 ], [ -106.09, 35.35 ], [ -106.12, 35.35 ], [ -106.17, 35.32 ], [ -106.21, 35.32 ], [ -106.22, 35.34 ], [ -106.22, 35.37 ], [ -106.17, 35.41 ], [ -106.15, 35.42 ], [ -106.12, 35.42 ], [ -106.09, 35.45 ], [ -106.09, 35.46 ], [ -106.07, 35.48 ], [ -106.06, 35.52 ], [ -106.03, 35.55 ] ] ] }, "raw_probability": 0.0442, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0442, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5f0e20f9e7c12d01c6c688013bb74cfa78ef4cc2ffaa5093eb4d23610caa4369" }, "receipt_sha256": "5f0e20f9e7c12d01c6c688013bb74cfa78ef4cc2ffaa5093eb4d23610caa4369" }, { "storm_id": "187013", "lat": 42.4744, "lon": -78.0044, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1268.0, "ebshear": 16.0, "srh01": 19.0, "maxllaz": 0.004, "mesh": 0.18, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 34.4153 }, { "name": "alignment", "value": 2.5676 }, { "name": "tau", "value": 2.394 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0439 }, "coherence_score": 2.393998146057129, "coherence_diagnostics": { "tau": 2.393998146057129, "grad_tau": 0.41139349341392517, "torsion": 0.0, "alignment": 2.567600965499878, "S_field": 0.7169561386108398, "Gamma_field": 0.2470589131116867, "S_over_Gamma": 2.9019641876220703, "Da": 14.291814804077148, "E_coh": 0.896484375, "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": [ [ [ -78.02, 42.51 ], [ -77.99, 42.51 ], [ -77.97, 42.49 ], [ -77.97, 42.44 ], [ -77.98, 42.43 ], [ -78.01, 42.43 ], [ -78.04, 42.45 ], [ -78.04, 42.5 ], [ -78.02, 42.51 ] ] ] }, "raw_probability": 0.0439, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0439, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8ae9c5f1821373370f211c7be6d0e0f34f967b8aa1daaa8d9cd8f8e0336f8cea" }, "receipt_sha256": "8ae9c5f1821373370f211c7be6d0e0f34f967b8aa1daaa8d9cd8f8e0336f8cea" }, { "storm_id": "186662", "lat": 47.382, "lon": -69.397, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1077.0, "ebshear": 16.0, "srh01": 19.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 32.9153 }, { "name": "alignment", "value": -1.6242 }, { "name": "tau", "value": 0.3143 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0434 }, "coherence_score": 0.31431078910827637, "coherence_diagnostics": { "tau": 0.31431078910827637, "grad_tau": 0.17695169150829315, "torsion": 0.0, "alignment": -1.624153733253479, "S_field": 0.09246651828289032, "Gamma_field": 0.3853922486305237, "S_over_Gamma": 0.23992833495140076, "Da": 24.30964469909668, "E_coh": 0.06212632358074188, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -69.42, 47.44 ], [ -69.34, 47.42 ], [ -69.34, 47.35 ], [ -69.36, 47.34 ], [ -69.39, 47.34 ], [ -69.4, 47.35 ], [ -69.42, 47.35 ], [ -69.44, 47.37 ], [ -69.44, 47.42 ], [ -69.42, 47.44 ] ] ] }, "raw_probability": 0.0434, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0434, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d1c1a235f0d4c9ba7b7b7c867e5ce53d2136818ec78c149899800afaabea9e1b" }, "receipt_sha256": "d1c1a235f0d4c9ba7b7b7c867e5ce53d2136818ec78c149899800afaabea9e1b" }, { "storm_id": "187271", "lat": 42.412, "lon": -103.994, "motion_east": 2.9, "motion_south": 0.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1184.0, "ebshear": 22.0, "srh01": 3.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 21.2903 }, { "name": "alignment", "value": -1.0135 }, { "name": "tau", "value": 0.3468 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.043 }, "coherence_score": 0.3467995524406433, "coherence_diagnostics": { "tau": 0.3467995524406433, "grad_tau": 0.025930356234312057, "torsion": 0.0, "alignment": -1.0135233402252197, "S_field": 0.16159933805465698, "Gamma_field": 0.8595589399337769, "S_over_Gamma": 0.18800263106822968, "Da": 51.5419807434082, "E_coh": 0.26410794258117676, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.0, 42.45 ], [ -103.97, 42.45 ], [ -103.95, 42.43 ], [ -103.95, 42.38 ], [ -103.96, 42.37 ], [ -104.01, 42.37 ], [ -104.04, 42.39 ], [ -104.03, 42.4 ], [ -104.03, 42.43 ], [ -104.0, 42.45 ] ] ] }, "raw_probability": 0.043, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.043, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f253f448128d9edd1a5118d21b02db5924cc51a326120858631d36ae8ccf632e" }, "receipt_sha256": "f253f448128d9edd1a5118d21b02db5924cc51a326120858631d36ae8ccf632e" }, { "storm_id": "186423", "lat": 39.3, "lon": -105.2676, "motion_east": 3.7, "motion_south": 1.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 582.0, "ebshear": 25.0, "srh01": 19.0, "maxllaz": 0.008, "mesh": 0.68, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 19.0 }, { "name": "hrrr_pwat", "value": 24.9153 }, { "name": "alignment", "value": -2.0066 }, { "name": "tau", "value": 0.4975 }, { "name": "maxllaz", "value": 0.008 } ], "model_scores": { "gbt_prob": 0.0428 }, "coherence_score": 0.49746254086494446, "coherence_diagnostics": { "tau": 0.49746254086494446, "grad_tau": 0.08406984061002731, "torsion": 0.0, "alignment": -2.0066418647766113, "S_field": 0.5156701803207397, "Gamma_field": 0.48205894231796265, "S_over_Gamma": 1.0697243213653564, "Da": 28.837858200073242, "E_coh": 0.8240919709205627, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "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": [ [ [ -105.27, 39.39 ], [ -105.21, 39.37 ], [ -105.21, 39.36 ], [ -105.13, 39.29 ], [ -105.13, 39.25 ], [ -105.15, 39.25 ], [ -105.16, 39.24 ], [ -105.19, 39.24 ], [ -105.2, 39.25 ], [ -105.23, 39.25 ], [ -105.24, 39.26 ], [ -105.28, 39.26 ], [ -105.29, 39.25 ], [ -105.37, 39.25 ], [ -105.4, 39.28 ], [ -105.41, 39.3 ], [ -105.41, 39.33 ], [ -105.4, 39.35 ], [ -105.36, 39.37 ], [ -105.31, 39.37 ], [ -105.27, 39.39 ] ] ] }, "raw_probability": 0.0428, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0428, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f69c1e5b6eef4fe77f78c71950472ea5822e89f15046d3c2c77a128284144b7d" }, "receipt_sha256": "f69c1e5b6eef4fe77f78c71950472ea5822e89f15046d3c2c77a128284144b7d" }, { "storm_id": "187287", "lat": 28.3817, "lon": -81.4142, "motion_east": 4.9, "motion_south": 1.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1770.0, "ebshear": 9.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 51.9153 }, { "name": "alignment", "value": 0.7385 }, { "name": "tau", "value": 1.9192 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0427 }, "coherence_score": 1.9191933870315552, "coherence_diagnostics": { "tau": 1.9191933870315552, "grad_tau": 0.48985755443573, "torsion": 0.0, "alignment": 0.7385492920875549, "S_field": 0.08983249217271805, "Gamma_field": 0.6328922510147095, "S_over_Gamma": 0.14193962514400482, "Da": 36.39118957519531, "E_coh": 0.39167895913124084, "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": [ [ [ -81.46, 28.41 ], [ -81.41, 28.41 ], [ -81.4, 28.4 ], [ -81.38, 28.4 ], [ -81.37, 28.39 ], [ -81.38, 28.38 ], [ -81.38, 28.35 ], [ -81.4, 28.34 ], [ -81.42, 28.35 ], [ -81.44, 28.34 ], [ -81.47, 28.4 ], [ -81.46, 28.41 ] ] ] }, "raw_probability": 0.0427, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0427, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7ec97727ac143c84d4c91bc2bc3e6c30e2cf4aca26e07849dab3de963a9077ce" }, "receipt_sha256": "7ec97727ac143c84d4c91bc2bc3e6c30e2cf4aca26e07849dab3de963a9077ce" }, { "storm_id": "186328", "lat": 40.278, "lon": -105.334, "motion_east": 6.3, "motion_south": 2.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1978.0, "ebshear": 27.0, "srh01": 8.0, "maxllaz": 0.009, "mesh": 2.46, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 19.6653 }, { "name": "alignment", "value": -0.2881 }, { "name": "tau", "value": 0.3287 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.0426 }, "coherence_score": 0.32872796058654785, "coherence_diagnostics": { "tau": 0.32872796058654785, "grad_tau": 0.034540336579084396, "torsion": 0.0, "alignment": -0.28812557458877563, "S_field": 0.16520094871520996, "Gamma_field": 0.8612256050109863, "S_over_Gamma": 0.19182075560092926, "Da": 51.382816314697266, "E_coh": 0.22372299432754517, "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": [ [ [ -105.38, 40.34 ], [ -105.25, 40.34 ], [ -105.23, 40.32 ], [ -105.23, 40.28 ], [ -105.29, 40.22 ], [ -105.31, 40.21 ], [ -105.41, 40.21 ], [ -105.43, 40.24 ], [ -105.43, 40.28 ], [ -105.38, 40.34 ] ] ] }, "raw_probability": 0.0426, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0426, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "721ec36e1819c0687f2e175a4a04696e200583d3f27700d2d6e00570809a90a9" }, "receipt_sha256": "721ec36e1819c0687f2e175a4a04696e200583d3f27700d2d6e00570809a90a9" }, { "storm_id": "187148", "lat": 48.983, "lon": -73.832, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 441.0, "ebshear": 17.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 33.6653 }, { "name": "alignment", "value": -0.1307 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0424 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.5181563496589661, "torsion": 0.0, "alignment": -0.13065242767333984, "S_field": 0.20255517959594727, "Gamma_field": 0.28539228439331055, "S_over_Gamma": 0.7097430229187012, "Da": 17.816373825073242, "E_coh": 0.8202381134033203, "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": [ [ [ -73.83, 49.01 ], [ -73.81, 49.01 ], [ -73.8, 48.99 ], [ -73.82, 48.97 ], [ -73.82, 48.95 ], [ -73.85, 48.94 ], [ -73.86, 48.95 ], [ -73.86, 49.0 ], [ -73.84, 49.0 ], [ -73.83, 49.01 ] ] ] }, "raw_probability": 0.0424, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0424, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "833922da5f2545edc7baa482a2772e83a360b690938cc88be9a1d0aa475a16c5" }, "receipt_sha256": "833922da5f2545edc7baa482a2772e83a360b690938cc88be9a1d0aa475a16c5" }, { "storm_id": "187018", "lat": 40.6079, "lon": -104.3505, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 942.0, "ebshear": 28.0, "srh01": 5.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 20.0403 }, { "name": "alignment", "value": -0.8123 }, { "name": "tau", "value": 0.3724 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0421 }, "coherence_score": 0.37244150042533875, "coherence_diagnostics": { "tau": 0.37244150042533875, "grad_tau": 0.07357585430145264, "torsion": 0.0, "alignment": -0.8123255968093872, "S_field": 0.13201889395713806, "Gamma_field": 0.6128922700881958, "S_over_Gamma": 0.21540309488773346, "Da": 36.32109069824219, "E_coh": 0.6412515044212341, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.34, 40.69 ], [ -104.3, 40.68 ], [ -104.28, 40.66 ], [ -104.28, 40.64 ], [ -104.27, 40.63 ], [ -104.28, 40.62 ], [ -104.28, 40.59 ], [ -104.29, 40.57 ], [ -104.34, 40.54 ], [ -104.37, 40.54 ], [ -104.38, 40.53 ], [ -104.42, 40.53 ], [ -104.44, 40.54 ], [ -104.44, 40.56 ], [ -104.45, 40.57 ], [ -104.44, 40.61 ], [ -104.37, 40.68 ], [ -104.35, 40.68 ], [ -104.34, 40.69 ] ] ] }, "raw_probability": 0.0421, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0421, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d7afa386acd394232a8efe2f6d0a22cc934797fe7bf461048d3b996d391a4ef7" }, "receipt_sha256": "d7afa386acd394232a8efe2f6d0a22cc934797fe7bf461048d3b996d391a4ef7" }, { "storm_id": "187191", "lat": 42.3063, "lon": -103.6005, "motion_east": 0.8, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1423.0, "ebshear": 29.0, "srh01": 8.0, "maxllaz": 0.004, "mesh": 0.36, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 21.2903 }, { "name": "alignment", "value": -1.0135 }, { "name": "tau", "value": 0.3468 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0417 }, "coherence_score": 0.3467995524406433, "coherence_diagnostics": { "tau": 0.3467995524406433, "grad_tau": 0.025930356234312057, "torsion": 0.0, "alignment": -1.0135233402252197, "S_field": 0.16159933805465698, "Gamma_field": 0.8595589399337769, "S_over_Gamma": 0.18800263106822968, "Da": 51.5419807434082, "E_coh": 0.26410794258117676, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -103.57, 42.37 ], [ -103.53, 42.37 ], [ -103.5, 42.34 ], [ -103.5, 42.3 ], [ -103.52, 42.28 ], [ -103.55, 42.28 ], [ -103.58, 42.26 ], [ -103.6, 42.26 ], [ -103.61, 42.24 ], [ -103.67, 42.24 ], [ -103.68, 42.23 ], [ -103.7, 42.25 ], [ -103.68, 42.31 ], [ -103.67, 42.31 ], [ -103.64, 42.34 ], [ -103.64, 42.35 ], [ -103.62, 42.36 ], [ -103.58, 42.36 ], [ -103.57, 42.37 ] ] ] }, "raw_probability": 0.0417, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0417, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1dd54f2636b6bf4aa1bfdf7c62983246c6e56555f9275821ac65af6206e348b0" }, "receipt_sha256": "1dd54f2636b6bf4aa1bfdf7c62983246c6e56555f9275821ac65af6206e348b0" }, { "storm_id": "187288", "lat": 24.759, "lon": -81.964, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2718.0, "ebshear": 13.0, "srh01": 7.0, "maxllaz": 0.0, "mesh": 0.11, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 41.6653 }, { "name": "alignment", "value": -0.4318 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0416 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 1.0800217390060425, "torsion": 0.0, "alignment": -0.43184757232666016, "S_field": 0.3542848229408264, "Gamma_field": 0.2353922575712204, "S_over_Gamma": 1.5050827264785767, "Da": 14.770769119262695, "E_coh": 0.9311209917068481, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -81.94, 24.8 ], [ -81.93, 24.78 ], [ -81.94, 24.77 ], [ -81.94, 24.74 ], [ -81.92, 24.7 ], [ -82.01, 24.7 ], [ -82.03, 24.74 ], [ -82.01, 24.78 ], [ -81.98, 24.78 ], [ -81.94, 24.8 ] ] ] }, "raw_probability": 0.0416, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0416, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "67eda0edcbf881e915dcedd87cbb2ade2a358058f5e16cd347925283c644b55c" }, "receipt_sha256": "67eda0edcbf881e915dcedd87cbb2ade2a358058f5e16cd347925283c644b55c" }, { "storm_id": "187171", "lat": 41.1067, "lon": -105.165, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 514.0, "ebshear": 23.0, "srh01": 10.0, "maxllaz": 0.011, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 16.4153 }, { "name": "alignment", "value": -0.891 }, { "name": "tau", "value": 0.3451 }, { "name": "maxllaz", "value": 0.011 } ], "model_scores": { "gbt_prob": 0.0415 }, "coherence_score": 0.34514954686164856, "coherence_diagnostics": { "tau": 0.34514954686164856, "grad_tau": 0.04269455373287201, "torsion": 0.0, "alignment": -0.8910298943519592, "S_field": 0.11416543275117874, "Gamma_field": 0.6512255668640137, "S_over_Gamma": 0.17530858516693115, "Da": 38.315895080566406, "E_coh": 0.009414474479854107, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.2, 41.14 ], [ -105.12, 41.14 ], [ -105.12, 41.09 ], [ -105.15, 41.07 ], [ -105.2, 41.06 ], [ -105.2, 41.14 ] ] ] }, "raw_probability": 0.0415, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0415, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "02476e574e81e4fa7c762bbcaa78944c5c9ff8eae78cbb76423db9b78a010950" }, "receipt_sha256": "02476e574e81e4fa7c762bbcaa78944c5c9ff8eae78cbb76423db9b78a010950" }, { "storm_id": "187264", "lat": 35.987, "lon": -106.324, "motion_east": 0.5, "motion_south": 0.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1046.0, "ebshear": 16.0, "srh01": 38.0, "maxllaz": 0.004, "mesh": 0.5, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 28.6653 }, { "name": "alignment", "value": 0.0034 }, { "name": "tau", "value": 0.4584 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0415 }, "coherence_score": 0.45836639404296875, "coherence_diagnostics": { "tau": 0.45836639404296875, "grad_tau": 0.048393841832876205, "torsion": 0.0, "alignment": 0.0033548474311828613, "S_field": 0.254558801651001, "Gamma_field": 0.6887255907058716, "S_over_Gamma": 0.36960846185684204, "Da": 41.11564254760742, "E_coh": 0.8281177878379822, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.33, 36.03 ], [ -106.28, 36.03 ], [ -106.27, 36.02 ], [ -106.27, 35.99 ], [ -106.29, 35.96 ], [ -106.38, 35.91 ], [ -106.37, 35.95 ], [ -106.36, 35.96 ], [ -106.36, 35.99 ], [ -106.33, 36.03 ] ] ] }, "raw_probability": 0.0415, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0415, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "02476e574e81e4fa7c762bbcaa78944c5c9ff8eae78cbb76423db9b78a010950" }, "receipt_sha256": "02476e574e81e4fa7c762bbcaa78944c5c9ff8eae78cbb76423db9b78a010950" }, { "storm_id": "186919", "lat": 47.195, "lon": -69.1962, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 753.0, "ebshear": 16.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 29.1653 }, { "name": "alignment", "value": -0.5626 }, { "name": "tau", "value": 0.393 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0413 }, "coherence_score": 0.3930453956127167, "coherence_diagnostics": { "tau": 0.3930453956127167, "grad_tau": 0.1873098611831665, "torsion": 1.1093355123392712e-09, "alignment": -0.5625930428504944, "S_field": 0.07020699977874756, "Gamma_field": 0.35289227962493896, "S_over_Gamma": 0.19894739985466003, "Da": 22.787628173828125, "E_coh": 0.2787528336048126, "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": [ [ [ -69.24, 47.23 ], [ -69.17, 47.23 ], [ -69.15, 47.21 ], [ -69.15, 47.16 ], [ -69.17, 47.15 ], [ -69.21, 47.16 ], [ -69.24, 47.19 ], [ -69.24, 47.23 ] ] ] }, "raw_probability": 0.0413, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0413, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0e8b7843b77daeaa851fdc3c149e6332188fd45e5c0a15691be3fd6901f312ef" }, "receipt_sha256": "0e8b7843b77daeaa851fdc3c149e6332188fd45e5c0a15691be3fd6901f312ef" }, { "storm_id": "187121", "lat": 44.7638, "lon": -105.315, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 567.0, "ebshear": 33.0, "srh01": 6.0, "maxllaz": 0.002, "mesh": 0.42, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 14.2903 }, { "name": "alignment", "value": -0.5271 }, { "name": "tau", "value": 0.3308 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0409 }, "coherence_score": 0.3308088779449463, "coherence_diagnostics": { "tau": 0.3308088779449463, "grad_tau": 0.040946122258901596, "torsion": 0.0, "alignment": -0.5270989537239075, "S_field": 0.09486493468284607, "Gamma_field": 0.3720589280128479, "S_over_Gamma": 0.2549728751182556, "Da": 22.488584518432617, "E_coh": 0.30508580803871155, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.31, 44.81 ], [ -105.28, 44.79 ], [ -105.28, 44.74 ], [ -105.3, 44.72 ], [ -105.34, 44.72 ], [ -105.35, 44.73 ], [ -105.35, 44.79 ], [ -105.31, 44.81 ] ] ] }, "raw_probability": 0.0409, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0409, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e959cb9750ec4134e15a7faeab0c55db1c18dbb08caf38ae5720f0b8bb59b073" }, "receipt_sha256": "e959cb9750ec4134e15a7faeab0c55db1c18dbb08caf38ae5720f0b8bb59b073" }, { "storm_id": "187285", "lat": 35.8111, "lon": -106.0089, "motion_east": 0.0, "motion_south": 2.3, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 887.0, "ebshear": 5.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 26.6653 }, { "name": "alignment", "value": 2.1702 }, { "name": "tau", "value": 0.5253 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0408 }, "coherence_score": 0.525260865688324, "coherence_diagnostics": { "tau": 0.525260865688324, "grad_tau": 0.05819854512810707, "torsion": 0.0, "alignment": 2.170217752456665, "S_field": 0.3370928466320038, "Gamma_field": 0.5303922295570374, "S_over_Gamma": 0.6355538964271545, "Da": 32.96146774291992, "E_coh": 0.7270327210426331, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.03, 35.84 ], [ -105.98, 35.84 ], [ -105.97, 35.83 ], [ -105.97, 35.79 ], [ -106.0, 35.77 ], [ -106.02, 35.77 ], [ -106.04, 35.79 ], [ -106.04, 35.83 ], [ -106.03, 35.84 ] ] ] }, "raw_probability": 0.0408, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0408, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8b53a4f3e71961675b4f410b5f3b5dc5eb7d94ab5a86ae0066f9cb2547e5ad05" }, "receipt_sha256": "8b53a4f3e71961675b4f410b5f3b5dc5eb7d94ab5a86ae0066f9cb2547e5ad05" }, { "storm_id": "187245", "lat": 45.6533, "lon": -71.9544, "motion_east": 3.4, "motion_south": -1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1080.0, "ebshear": 18.0, "srh01": 26.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 30.7903 }, { "name": "alignment", "value": 0.2037 }, { "name": "tau", "value": 1.3476 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0406 }, "coherence_score": 1.3476128578186035, "coherence_diagnostics": { "tau": 1.3476128578186035, "grad_tau": 0.41015157103538513, "torsion": 0.0, "alignment": 0.20371264219284058, "S_field": 0.21232447028160095, "Gamma_field": 0.3487256169319153, "S_over_Gamma": 0.6088582277297974, "Da": 22.473350524902344, "E_coh": 0.8190984725952148, "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": [ [ [ -71.98, 45.68 ], [ -71.93, 45.68 ], [ -71.92, 45.67 ], [ -71.92, 45.62 ], [ -71.93, 45.61 ], [ -71.97, 45.62 ], [ -71.97, 45.65 ], [ -71.99, 45.67 ], [ -71.98, 45.68 ] ] ] }, "raw_probability": 0.0406, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0406, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c49e297be2f92b8aae0733b348defd0c6c59b27d06b923c4a8ae36121084136" }, "receipt_sha256": "0c49e297be2f92b8aae0733b348defd0c6c59b27d06b923c4a8ae36121084136" }, { "storm_id": "187001", "lat": 48.995, "lon": -73.553, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 489.0, "ebshear": 17.0, "srh01": 11.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 33.6653 }, { "name": "alignment", "value": -0.1307 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.5181563496589661, "torsion": 0.0, "alignment": -0.13065242767333984, "S_field": 0.20255517959594727, "Gamma_field": 0.28539228439331055, "S_over_Gamma": 0.7097430229187012, "Da": 17.816373825073242, "E_coh": 0.8202381134033203, "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": [ [ [ -73.56, 49.03 ], [ -73.49, 49.03 ], [ -73.48, 49.02 ], [ -73.48, 48.99 ], [ -73.52, 48.96 ], [ -73.6, 48.94 ], [ -73.62, 48.96 ], [ -73.62, 48.98 ], [ -73.6, 49.01 ], [ -73.56, 49.03 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0405, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c829da49247a20c4051d381fe5886592e26bf334497464a1915b2dad1e8c9d3" }, "receipt_sha256": "0c829da49247a20c4051d381fe5886592e26bf334497464a1915b2dad1e8c9d3" }, { "storm_id": "187108", "lat": 38.4873, "lon": -105.4827, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 794.0, "ebshear": 20.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 30.1653 }, { "name": "alignment", "value": 0.0589 }, { "name": "tau", "value": 0.4665 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 0.46646031737327576, "coherence_diagnostics": { "tau": 0.46646031737327576, "grad_tau": 0.06764629483222961, "torsion": 0.0, "alignment": 0.0589187890291214, "S_field": 0.363372802734375, "Gamma_field": 0.822058916091919, "S_over_Gamma": 0.4420276880264282, "Da": 48.554786682128906, "E_coh": 0.8666056394577026, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.51, 38.53 ], [ -105.44, 38.53 ], [ -105.44, 38.5 ], [ -105.42, 38.48 ], [ -105.46, 38.45 ], [ -105.48, 38.46 ], [ -105.49, 38.45 ], [ -105.51, 38.46 ], [ -105.53, 38.48 ], [ -105.52, 38.49 ], [ -105.51, 38.53 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0405, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c829da49247a20c4051d381fe5886592e26bf334497464a1915b2dad1e8c9d3" }, "receipt_sha256": "0c829da49247a20c4051d381fe5886592e26bf334497464a1915b2dad1e8c9d3" }, { "storm_id": "187146", "lat": 49.1389, "lon": -74.1767, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 198.0, "ebshear": 11.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 33.6653 }, { "name": "alignment", "value": -0.1307 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0405 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.5181563496589661, "torsion": 0.0, "alignment": -0.13065242767333984, "S_field": 0.20255517959594727, "Gamma_field": 0.28539228439331055, "S_over_Gamma": 0.7097430229187012, "Da": 17.816373825073242, "E_coh": 0.8202381134033203, "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": [ [ [ -74.19, 49.17 ], [ -74.15, 49.17 ], [ -74.14, 49.16 ], [ -74.14, 49.12 ], [ -74.16, 49.1 ], [ -74.2, 49.1 ], [ -74.21, 49.11 ], [ -74.21, 49.15 ], [ -74.19, 49.17 ] ] ] }, "raw_probability": 0.0405, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0405, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0c829da49247a20c4051d381fe5886592e26bf334497464a1915b2dad1e8c9d3" }, "receipt_sha256": "0c829da49247a20c4051d381fe5886592e26bf334497464a1915b2dad1e8c9d3" }, { "storm_id": "186798", "lat": 37.96, "lon": -108.8645, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 803.0, "ebshear": 15.0, "srh01": 21.0, "maxllaz": 0.006, "mesh": 0.52, "flash_rate": 3.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 19.9153 }, { "name": "alignment", "value": -2.0404 }, { "name": "tau", "value": 0.2784 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.04 }, "coherence_score": 0.27838563919067383, "coherence_diagnostics": { "tau": 0.27838563919067383, "grad_tau": 0.04480767622590065, "torsion": 0.0, "alignment": -2.0404067039489746, "S_field": 0.0860670655965805, "Gamma_field": 0.5662255883216858, "S_over_Gamma": 0.15200136601924896, "Da": 33.76704788208008, "E_coh": 0.28338271379470825, "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": [ [ [ -108.9, 38.0 ], [ -108.85, 38.0 ], [ -108.83, 37.99 ], [ -108.81, 37.97 ], [ -108.81, 37.92 ], [ -108.82, 37.91 ], [ -108.87, 37.91 ], [ -108.89, 37.92 ], [ -108.92, 37.95 ], [ -108.91, 37.99 ], [ -108.9, 38.0 ] ] ] }, "raw_probability": 0.04, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.04, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cfd93525e79fd1f1a0d10341fe93d7b3d36398d456c1176bd31d26fdcf58722d" }, "receipt_sha256": "cfd93525e79fd1f1a0d10341fe93d7b3d36398d456c1176bd31d26fdcf58722d" }, { "storm_id": "187224", "lat": 38.3878, "lon": -105.82, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 691.0, "ebshear": 17.0, "srh01": 17.0, "maxllaz": 0.001, "mesh": 0.13, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 17.0 }, { "name": "hrrr_pwat", "value": 30.1653 }, { "name": "alignment", "value": 0.0589 }, { "name": "tau", "value": 0.4665 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0399 }, "coherence_score": 0.46646031737327576, "coherence_diagnostics": { "tau": 0.46646031737327576, "grad_tau": 0.06764629483222961, "torsion": 0.0, "alignment": 0.0589187890291214, "S_field": 0.363372802734375, "Gamma_field": 0.822058916091919, "S_over_Gamma": 0.4420276880264282, "Da": 48.554786682128906, "E_coh": 0.8666056394577026, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.86, 38.43 ], [ -105.85, 38.43 ], [ -105.82, 38.4 ], [ -105.78, 38.39 ], [ -105.77, 38.38 ], [ -105.77, 38.33 ], [ -105.81, 38.33 ], [ -105.86, 38.37 ], [ -105.86, 38.43 ] ] ] }, "raw_probability": 0.0399, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0399, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a5c6ba29d52cd195f7510dc69acf259f8a3a22ece9cbb120426600386f452201" }, "receipt_sha256": "a5c6ba29d52cd195f7510dc69acf259f8a3a22ece9cbb120426600386f452201" }, { "storm_id": "186963", "lat": 39.4156, "lon": -105.9633, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 643.0, "ebshear": 15.0, "srh01": 22.0, "maxllaz": 0.003, "mesh": 0.15, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 25.0403 }, { "name": "alignment", "value": 1.689 }, { "name": "tau", "value": 0.3687 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0395 }, "coherence_score": 0.36871692538261414, "coherence_diagnostics": { "tau": 0.36871692538261414, "grad_tau": 0.09153547883033752, "torsion": 0.0, "alignment": 1.6890263557434082, "S_field": 0.18613871932029724, "Gamma_field": 0.9128923416137695, "S_over_Gamma": 0.20389996469020844, "Da": 56.56356430053711, "E_coh": 0.6674591302871704, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.99, 39.45 ], [ -105.93, 39.45 ], [ -105.92, 39.44 ], [ -105.92, 39.39 ], [ -105.94, 39.37 ], [ -105.98, 39.37 ], [ -106.0, 39.38 ], [ -106.0, 39.44 ], [ -105.99, 39.45 ] ] ] }, "raw_probability": 0.0395, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0395, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8d08c25ce269694078390275e31f0fd5f4e9129480f406a0642a5a24eaea5a7d" }, "receipt_sha256": "8d08c25ce269694078390275e31f0fd5f4e9129480f406a0642a5a24eaea5a7d" }, { "storm_id": "186492", "lat": 37.9683, "lon": -106.3633, "motion_east": 2.8, "motion_south": 1.4, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 683.0, "ebshear": 20.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.47, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 27.7903 }, { "name": "alignment", "value": 0.9338 }, { "name": "tau", "value": 0.3591 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0393 }, "coherence_score": 0.3590545058250427, "coherence_diagnostics": { "tau": 0.3590545058250427, "grad_tau": 0.0713033452630043, "torsion": 0.0, "alignment": 0.9337637424468994, "S_field": 0.12995904684066772, "Gamma_field": 0.9487256407737732, "S_over_Gamma": 0.1369827538728714, "Da": 57.23160171508789, "E_coh": 0.5995551347732544, "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": [ [ [ -106.29, 38.03 ], [ -106.26, 38.03 ], [ -106.24, 38.01 ], [ -106.24, 37.97 ], [ -106.26, 37.95 ], [ -106.26, 37.94 ], [ -106.32, 37.91 ], [ -106.4, 37.91 ], [ -106.44, 37.89 ], [ -106.48, 37.89 ], [ -106.5, 37.91 ], [ -106.5, 37.96 ], [ -106.48, 37.98 ], [ -106.44, 38.0 ], [ -106.41, 38.0 ], [ -106.4, 38.01 ], [ -106.33, 38.01 ], [ -106.29, 38.03 ] ] ] }, "raw_probability": 0.0393, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0393, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f9b73cb1f94d7674b64d31da8258246bed28c299bca5fbb372aeec65c265ff62" }, "receipt_sha256": "f9b73cb1f94d7674b64d31da8258246bed28c299bca5fbb372aeec65c265ff62" }, { "storm_id": "186039", "lat": 38.8868, "lon": -104.0726, "motion_east": -1.0, "motion_south": 3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1731.0, "ebshear": 27.0, "srh01": 10.0, "maxllaz": 0.005, "mesh": 0.32, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 16.1653 }, { "name": "alignment", "value": -1.0026 }, { "name": "tau", "value": 0.5637 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.5637494325637817, "coherence_diagnostics": { "tau": 0.5637494325637817, "grad_tau": 0.0781768336892128, "torsion": 0.0, "alignment": -1.00257408618927, "S_field": 0.22240367531776428, "Gamma_field": 0.34122562408447266, "S_over_Gamma": 0.6517789363861084, "Da": 19.763561248779297, "E_coh": 0.7908254861831665, "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": [ [ [ -104.11, 38.97 ], [ -104.05, 38.96 ], [ -104.02, 38.94 ], [ -103.98, 38.93 ], [ -103.97, 38.92 ], [ -103.97, 38.87 ], [ -104.01, 38.85 ], [ -104.05, 38.85 ], [ -104.06, 38.84 ], [ -104.08, 38.84 ], [ -104.09, 38.83 ], [ -104.08, 38.82 ], [ -104.11, 38.82 ], [ -104.13, 38.81 ], [ -104.13, 38.87 ], [ -104.15, 38.9 ], [ -104.14, 38.91 ], [ -104.14, 38.95 ], [ -104.11, 38.97 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0392, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, { "storm_id": "186083", "lat": 39.161, "lon": -104.5243, "motion_east": 3.2, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1139.0, "ebshear": 23.0, "srh01": 13.0, "maxllaz": 0.006, "mesh": 0.64, "flash_rate": 17.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 23.9153 }, { "name": "alignment", "value": -0.3871 }, { "name": "tau", "value": 0.512 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.5120323300361633, "coherence_diagnostics": { "tau": 0.5120323300361633, "grad_tau": 0.052196454256772995, "torsion": 0.0, "alignment": -0.38707172870635986, "S_field": 0.32649415731430054, "Gamma_field": 0.5228922367095947, "S_over_Gamma": 0.6244004964828491, "Da": 31.606595993041992, "E_coh": 0.7893518805503845, "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": [ [ [ -104.6, 39.22 ], [ -104.58, 39.22 ], [ -104.57, 39.21 ], [ -104.39, 39.22 ], [ -104.36, 39.18 ], [ -104.36, 39.16 ], [ -104.38, 39.13 ], [ -104.41, 39.13 ], [ -104.45, 39.11 ], [ -104.46, 39.12 ], [ -104.49, 39.12 ], [ -104.52, 39.14 ], [ -104.53, 39.13 ], [ -104.55, 39.14 ], [ -104.58, 39.12 ], [ -104.61, 39.12 ], [ -104.64, 39.14 ], [ -104.64, 39.17 ], [ -104.65, 39.18 ], [ -104.64, 39.2 ], [ -104.6, 39.22 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0392, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, { "storm_id": "186969", "lat": 35.2452, "lon": -113.0964, "motion_east": 0.0, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1299.0, "ebshear": 13.0, "srh01": 14.0, "maxllaz": 0.002, "mesh": 0.5, "flash_rate": 12.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 28.6653 }, { "name": "alignment", "value": -0.0269 }, { "name": "tau", "value": 0.3051 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.3051496744155884, "coherence_diagnostics": { "tau": 0.3051496744155884, "grad_tau": 0.09774917364120483, "torsion": 0.0, "alignment": -0.02692270278930664, "S_field": 0.04262220114469528, "Gamma_field": 0.5253922343254089, "S_over_Gamma": 0.08112453669309616, "Da": 34.394439697265625, "E_coh": 0.4540897607803345, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -113.13, 35.41 ], [ -113.07, 35.41 ], [ -113.05, 35.39 ], [ -113.04, 35.37 ], [ -113.05, 35.33 ], [ -113.02, 35.3 ], [ -113.01, 35.3 ], [ -113.01, 35.23 ], [ -113.02, 35.22 ], [ -113.02, 35.2 ], [ -113.05, 35.17 ], [ -113.08, 35.17 ], [ -113.13, 35.11 ], [ -113.15, 35.1 ], [ -113.18, 35.1 ], [ -113.19, 35.11 ], [ -113.19, 35.16 ], [ -113.18, 35.17 ], [ -113.14, 35.17 ], [ -113.12, 35.18 ], [ -113.09, 35.22 ], [ -113.09, 35.26 ], [ -113.12, 35.29 ], [ -113.15, 35.35 ], [ -113.13, 35.41 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0392, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, { "storm_id": "187023", "lat": 37.568, "lon": -106.467, "motion_east": 3.4, "motion_south": 1.6, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 742.0, "ebshear": 18.0, "srh01": 23.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 22.5403 }, { "name": "alignment", "value": -2.1611 }, { "name": "tau", "value": 0.4147 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.4147071838378906, "coherence_diagnostics": { "tau": 0.4147071838378906, "grad_tau": 0.07737410813570023, "torsion": 0.0, "alignment": -2.1611168384552, "S_field": 0.23081521689891815, "Gamma_field": 0.53705894947052, "S_over_Gamma": 0.42977631092071533, "Da": 31.570201873779297, "E_coh": 0.721236526966095, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.5, 37.63 ], [ -106.46, 37.63 ], [ -106.43, 37.6 ], [ -106.43, 37.55 ], [ -106.42, 37.53 ], [ -106.43, 37.51 ], [ -106.45, 37.5 ], [ -106.52, 37.51 ], [ -106.53, 37.59 ], [ -106.5, 37.63 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0392, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, { "storm_id": "187182", "lat": 35.7938, "lon": -112.1174, "motion_east": -1.0, "motion_south": -3.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1042.0, "ebshear": 18.0, "srh01": 3.0, "maxllaz": 0.003, "mesh": 0.19, "flash_rate": 6.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 32.1653 }, { "name": "alignment", "value": 0.1854 }, { "name": "tau", "value": 0.3436 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.3436378240585327, "coherence_diagnostics": { "tau": 0.3436378240585327, "grad_tau": 0.12674249708652496, "torsion": 0.0, "alignment": 0.18536420166492462, "S_field": 0.03917497396469116, "Gamma_field": 0.4737255871295929, "S_over_Gamma": 0.08269549906253815, "Da": 28.526281356811523, "E_coh": 0.31315404176712036, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.92, 35.93 ], [ -111.9, 35.93 ], [ -111.87, 35.9 ], [ -111.86, 35.9 ], [ -111.85, 35.88 ], [ -111.85, 35.85 ], [ -111.86, 35.83 ], [ -111.88, 35.82 ], [ -111.94, 35.82 ], [ -111.95, 35.83 ], [ -111.99, 35.83 ], [ -112.03, 35.81 ], [ -112.11, 35.82 ], [ -112.16, 35.76 ], [ -112.18, 35.76 ], [ -112.21, 35.74 ], [ -112.23, 35.74 ], [ -112.25, 35.72 ], [ -112.28, 35.66 ], [ -112.28, 35.62 ], [ -112.3, 35.61 ], [ -112.34, 35.61 ], [ -112.35, 35.62 ], [ -112.35, 35.66 ], [ -112.34, 35.68 ], [ -112.33, 35.69 ], [ -112.29, 35.69 ], [ -112.28, 35.7 ], [ -112.27, 35.72 ], [ -112.3, 35.75 ], [ -112.25, 35.82 ], [ -112.21, 35.84 ], [ -112.19, 35.84 ], [ -112.18, 35.85 ], [ -112.14, 35.86 ], [ -112.12, 35.88 ], [ -112.12, 35.89 ], [ -112.04, 35.89 ], [ -112.03, 35.88 ], [ -112.0, 35.88 ], [ -111.98, 35.9 ], [ -111.92, 35.93 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0392, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, { "storm_id": "187206", "lat": 35.4478, "lon": -112.5156, "motion_east": 3.5, "motion_south": 0.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1016.0, "ebshear": 11.0, "srh01": 4.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 32.1653 }, { "name": "alignment", "value": 0.1854 }, { "name": "tau", "value": 0.3436 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0392 }, "coherence_score": 0.3436378240585327, "coherence_diagnostics": { "tau": 0.3436378240585327, "grad_tau": 0.12674249708652496, "torsion": 0.0, "alignment": 0.18536420166492462, "S_field": 0.03917497396469116, "Gamma_field": 0.4737255871295929, "S_over_Gamma": 0.08269549906253815, "Da": 28.526281356811523, "E_coh": 0.31315404176712036, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.53, 35.48 ], [ -112.49, 35.48 ], [ -112.48, 35.47 ], [ -112.48, 35.43 ], [ -112.49, 35.41 ], [ -112.54, 35.41 ], [ -112.55, 35.42 ], [ -112.55, 35.45 ], [ -112.53, 35.48 ] ] ] }, "raw_probability": 0.0392, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0392, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, "receipt_sha256": "134823bbd4bbb5d593d0817cb517d5e8878ae9be215c44b117c53af114d8a113" }, { "storm_id": "187164", "lat": 43.0456, "lon": -79.84, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1971.0, "ebshear": 24.0, "srh01": 25.0, "maxllaz": 0.002, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 28.6653 }, { "name": "alignment", "value": 1.9259 }, { "name": "tau", "value": 1.7615 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0387 }, "coherence_score": 1.7614953517913818, "coherence_diagnostics": { "tau": 1.7614953517913818, "grad_tau": 0.4974483251571655, "torsion": 0.0, "alignment": 1.9258712530136108, "S_field": 0.4169653058052063, "Gamma_field": 0.24039225280284882, "S_over_Gamma": 1.7345205545425415, "Da": 13.670351028442383, "E_coh": 0.901740312576294, "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": [ [ [ -79.86, 43.09 ], [ -79.82, 43.09 ], [ -79.77, 43.05 ], [ -79.77, 42.99 ], [ -79.85, 42.99 ], [ -79.87, 43.01 ], [ -79.88, 43.03 ], [ -79.88, 43.07 ], [ -79.86, 43.09 ] ] ] }, "raw_probability": 0.0387, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0387, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "408b8501cf049d7facb47179b91565bbefd5d54866d8c049fa8faddae89ede05" }, "receipt_sha256": "408b8501cf049d7facb47179b91565bbefd5d54866d8c049fa8faddae89ede05" }, { "storm_id": "187040", "lat": 41.1256, "lon": -103.4872, "motion_east": 5.3, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1585.0, "ebshear": 33.0, "srh01": 10.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 19.4153 }, { "name": "alignment", "value": 0.1103 }, { "name": "tau", "value": 0.3982 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0385 }, "coherence_score": 0.39818987250328064, "coherence_diagnostics": { "tau": 0.39818987250328064, "grad_tau": 0.07278785854578018, "torsion": 0.0, "alignment": 0.11025285720825195, "S_field": 0.1498016119003296, "Gamma_field": 0.5778922438621521, "S_over_Gamma": 0.2592206597328186, "Da": 34.26020431518555, "E_coh": 0.6116797924041748, "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": [ [ [ -103.55, 41.23 ], [ -103.53, 41.22 ], [ -103.53, 41.19 ], [ -103.52, 41.18 ], [ -103.46, 41.15 ], [ -103.43, 41.12 ], [ -103.43, 41.11 ], [ -103.41, 41.1 ], [ -103.39, 41.06 ], [ -103.4, 41.02 ], [ -103.41, 41.01 ], [ -103.43, 41.01 ], [ -103.47, 41.03 ], [ -103.55, 41.1 ], [ -103.55, 41.14 ], [ -103.58, 41.17 ], [ -103.58, 41.19 ], [ -103.55, 41.23 ] ] ] }, "raw_probability": 0.0385, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0385, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c630895c3866cbeb5676f98d479b5afe5e572139775c7f48ba76192caca159b2" }, "receipt_sha256": "c630895c3866cbeb5676f98d479b5afe5e572139775c7f48ba76192caca159b2" }, { "storm_id": "187170", "lat": 41.2039, "lon": -103.0878, "motion_east": 2.3, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2613.0, "ebshear": 35.0, "srh01": 8.0, "maxllaz": 0.003, "mesh": 0.17, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 8.0 }, { "name": "hrrr_pwat", "value": 23.9153 }, { "name": "alignment", "value": 0.6329 }, { "name": "tau", "value": 0.4606 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0382 }, "coherence_score": 0.460614949464798, "coherence_diagnostics": { "tau": 0.460614949464798, "grad_tau": 0.10436609387397766, "torsion": 0.0, "alignment": 0.6328902244567871, "S_field": 0.15197768807411194, "Gamma_field": 0.5887256264686584, "S_over_Gamma": 0.25814688205718994, "Da": 35.06195831298828, "E_coh": 0.7902007102966309, "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": [ [ [ -103.07, 41.28 ], [ -103.01, 41.28 ], [ -103.0, 41.27 ], [ -103.0, 41.22 ], [ -103.03, 41.19 ], [ -103.04, 41.19 ], [ -103.08, 41.16 ], [ -103.08, 41.13 ], [ -103.1, 41.11 ], [ -103.15, 41.11 ], [ -103.19, 41.13 ], [ -103.19, 41.18 ], [ -103.16, 41.2 ], [ -103.12, 41.2 ], [ -103.1, 41.22 ], [ -103.1, 41.25 ], [ -103.09, 41.27 ], [ -103.07, 41.28 ] ] ] }, "raw_probability": 0.0382, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0382, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a75972bbf5d4b15c85a3661bc637d9189311148c8b0a70b3ebbfc52b1bae43e6" }, "receipt_sha256": "a75972bbf5d4b15c85a3661bc637d9189311148c8b0a70b3ebbfc52b1bae43e6" }, { "storm_id": "187184", "lat": 33.7311, "lon": -105.9422, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1133.0, "ebshear": 6.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.56, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 19.4153 }, { "name": "alignment", "value": 0.9591 }, { "name": "tau", "value": 0.6044 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0381 }, "coherence_score": 0.6043671369552612, "coherence_diagnostics": { "tau": 0.6043671369552612, "grad_tau": 0.06184433400630951, "torsion": 0.0, "alignment": 0.9590550661087036, "S_field": 0.35149243474006653, "Gamma_field": 0.5170589685440063, "S_over_Gamma": 0.6797917485237122, "Da": 33.39344787597656, "E_coh": 0.8135421276092529, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.95, 33.77 ], [ -105.94, 33.77 ], [ -105.91, 33.74 ], [ -105.91, 33.7 ], [ -105.92, 33.69 ], [ -105.94, 33.69 ], [ -105.98, 33.71 ], [ -105.98, 33.74 ], [ -105.95, 33.77 ] ] ] }, "raw_probability": 0.0381, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0381, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d0785d35e218d991cc1f185154754441940f06c69207d2fac6fc858c047903ec" }, "receipt_sha256": "d0785d35e218d991cc1f185154754441940f06c69207d2fac6fc858c047903ec" }, { "storm_id": "186531", "lat": 42.4108, "lon": -103.2023, "motion_east": 2.7, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1592.0, "ebshear": 29.0, "srh01": 9.0, "maxllaz": 0.004, "mesh": 2.69, "flash_rate": 17.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 17.0403 }, { "name": "alignment", "value": -0.4144 }, { "name": "tau", "value": 0.4029 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 0.4028816819190979, "coherence_diagnostics": { "tau": 0.4028816819190979, "grad_tau": 0.04662809893488884, "torsion": 0.0, "alignment": -0.4143539071083069, "S_field": 0.22285383939743042, "Gamma_field": 0.42872560024261475, "S_over_Gamma": 0.5198053121566772, "Da": 25.731708526611328, "E_coh": 0.6083110570907593, "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": [ [ [ -103.22, 42.45 ], [ -103.15, 42.45 ], [ -103.13, 42.44 ], [ -103.12, 42.43 ], [ -103.12, 42.39 ], [ -103.17, 42.35 ], [ -103.24, 42.35 ], [ -103.26, 42.36 ], [ -103.26, 42.4 ], [ -103.25, 42.41 ], [ -103.25, 42.43 ], [ -103.24, 42.43 ], [ -103.22, 42.45 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0377, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d1adfc5df8b3c8abb67287dd9c5adfcde9f9e1e56dbba116e61148a424b17305" }, "receipt_sha256": "d1adfc5df8b3c8abb67287dd9c5adfcde9f9e1e56dbba116e61148a424b17305" }, { "storm_id": "187048", "lat": 39.36, "lon": -104.49, "motion_east": 3.3, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1302.0, "ebshear": 19.0, "srh01": 11.0, "maxllaz": 0.005, "mesh": 0.81, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 23.9153 }, { "name": "alignment", "value": -0.3871 }, { "name": "tau", "value": 0.512 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0377 }, "coherence_score": 0.5120323300361633, "coherence_diagnostics": { "tau": 0.5120323300361633, "grad_tau": 0.052196454256772995, "torsion": 0.0, "alignment": -0.38707172870635986, "S_field": 0.32649415731430054, "Gamma_field": 0.5228922367095947, "S_over_Gamma": 0.6244004964828491, "Da": 31.606595993041992, "E_coh": 0.7893518805503845, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.53, 39.4 ], [ -104.43, 39.4 ], [ -104.41, 39.38 ], [ -104.41, 39.34 ], [ -104.48, 39.3 ], [ -104.51, 39.3 ], [ -104.56, 39.34 ], [ -104.55, 39.38 ], [ -104.53, 39.4 ] ] ] }, "raw_probability": 0.0377, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0377, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d1adfc5df8b3c8abb67287dd9c5adfcde9f9e1e56dbba116e61148a424b17305" }, "receipt_sha256": "d1adfc5df8b3c8abb67287dd9c5adfcde9f9e1e56dbba116e61148a424b17305" }, { "storm_id": "186882", "lat": 28.2194, "lon": -81.0506, "motion_east": 4.5, "motion_south": 0.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1719.0, "ebshear": 10.0, "srh01": 14.0, "maxllaz": 0.004, "mesh": 0.13, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 51.9153 }, { "name": "alignment", "value": 0.7385 }, { "name": "tau", "value": 1.9192 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0376 }, "coherence_score": 1.9191933870315552, "coherence_diagnostics": { "tau": 1.9191933870315552, "grad_tau": 0.48985755443573, "torsion": 0.0, "alignment": 0.7385492920875549, "S_field": 0.08983249217271805, "Gamma_field": 0.6328922510147095, "S_over_Gamma": 0.14193962514400482, "Da": 36.39118957519531, "E_coh": 0.39167895913124084, "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": [ [ [ -81.08, 28.32 ], [ -81.02, 28.32 ], [ -80.99, 28.29 ], [ -80.98, 28.25 ], [ -80.96, 28.22 ], [ -80.96, 28.16 ], [ -81.0, 28.12 ], [ -81.02, 28.11 ], [ -81.1, 28.11 ], [ -81.12, 28.12 ], [ -81.14, 28.16 ], [ -81.13, 28.19 ], [ -81.08, 28.23 ], [ -81.08, 28.29 ], [ -81.07, 28.3 ], [ -81.08, 28.32 ] ] ] }, "raw_probability": 0.0376, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0376, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "26dbf4db1a9afd276fb48e12b8540c455b0f1cedd9ac70a34c0440b72020ea2b" }, "receipt_sha256": "26dbf4db1a9afd276fb48e12b8540c455b0f1cedd9ac70a34c0440b72020ea2b" }, { "storm_id": "186923", "lat": 42.9378, "lon": -79.6544, "motion_east": 4.9, "motion_south": 1.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1997.0, "ebshear": 25.0, "srh01": 22.0, "maxllaz": 0.002, "mesh": 0.57, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 22.0 }, { "name": "hrrr_pwat", "value": 31.6653 }, { "name": "alignment", "value": 2.7415 }, { "name": "tau", "value": 2.2091 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 2.209113121032715, "coherence_diagnostics": { "tau": 2.209113121032715, "grad_tau": 0.48201072216033936, "torsion": 0.0, "alignment": 2.741511583328247, "S_field": 0.8056454658508301, "Gamma_field": 0.2378922551870346, "S_over_Gamma": 3.3865981101989746, "Da": 13.474482536315918, "E_coh": 0.9236571192741394, "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": [ [ [ -79.66, 42.98 ], [ -79.63, 42.98 ], [ -79.61, 42.96 ], [ -79.61, 42.93 ], [ -79.64, 42.89 ], [ -79.68, 42.88 ], [ -79.7, 42.89 ], [ -79.7, 42.95 ], [ -79.66, 42.98 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0373, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, { "storm_id": "186932", "lat": 39.0485, "lon": -105.1023, "motion_east": 3.4, "motion_south": 1.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 958.0, "ebshear": 17.0, "srh01": 20.0, "maxllaz": 0.005, "mesh": 0.63, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 20.0 }, { "name": "hrrr_pwat", "value": 23.9153 }, { "name": "alignment", "value": -0.3871 }, { "name": "tau", "value": 0.512 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 0.5120323300361633, "coherence_diagnostics": { "tau": 0.5120323300361633, "grad_tau": 0.052196454256772995, "torsion": 0.0, "alignment": -0.38707172870635986, "S_field": 0.32649415731430054, "Gamma_field": 0.5228922367095947, "S_over_Gamma": 0.6244004964828491, "Da": 31.606595993041992, "E_coh": 0.7893518805503845, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.08, 39.11 ], [ -105.06, 39.11 ], [ -105.04, 39.09 ], [ -105.04, 39.05 ], [ -105.05, 39.03 ], [ -105.1, 38.98 ], [ -105.14, 38.98 ], [ -105.16, 38.97 ], [ -105.17, 38.98 ], [ -105.17, 39.05 ], [ -105.14, 39.08 ], [ -105.1, 39.09 ], [ -105.08, 39.11 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0373, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, { "storm_id": "187088", "lat": 38.2146, "lon": -106.2254, "motion_east": 3.0, "motion_south": 1.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 553.0, "ebshear": 17.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.29, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 27.7903 }, { "name": "alignment", "value": 0.9338 }, { "name": "tau", "value": 0.3591 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 0.3590545058250427, "coherence_diagnostics": { "tau": 0.3590545058250427, "grad_tau": 0.0713033452630043, "torsion": 0.0, "alignment": 0.9337637424468994, "S_field": 0.12995904684066772, "Gamma_field": 0.9487256407737732, "S_over_Gamma": 0.1369827538728714, "Da": 57.23160171508789, "E_coh": 0.5995551347732544, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.21, 38.27 ], [ -106.17, 38.27 ], [ -106.16, 38.25 ], [ -106.16, 38.21 ], [ -106.17, 38.21 ], [ -106.21, 38.17 ], [ -106.25, 38.15 ], [ -106.28, 38.15 ], [ -106.29, 38.17 ], [ -106.29, 38.2 ], [ -106.28, 38.22 ], [ -106.25, 38.25 ], [ -106.21, 38.27 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0373, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, { "storm_id": "187204", "lat": 35.62, "lon": -105.8825, "motion_east": -1.0, "motion_south": 2.9, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1103.0, "ebshear": 9.0, "srh01": 6.0, "maxllaz": 0.007, "mesh": 0.2, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 24.2903 }, { "name": "alignment", "value": -1.6992 }, { "name": "tau", "value": 0.5516 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.0373 }, "coherence_score": 0.5516151785850525, "coherence_diagnostics": { "tau": 0.5516151785850525, "grad_tau": 0.04742215946316719, "torsion": 0.0, "alignment": -1.699182152748108, "S_field": 0.3767986297607422, "Gamma_field": 0.5337256193161011, "S_over_Gamma": 0.7059781551361084, "Da": 32.88160705566406, "E_coh": 0.8663432598114014, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.9, 35.65 ], [ -105.86, 35.65 ], [ -105.85, 35.64 ], [ -105.85, 35.6 ], [ -105.87, 35.57 ], [ -105.91, 35.57 ], [ -105.92, 35.63 ], [ -105.9, 35.65 ] ] ] }, "raw_probability": 0.0373, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0373, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, "receipt_sha256": "b5b454958f9860f85f4a70758f76636b87d665c96f3a00656e7b355fec833db1" }, { "storm_id": "187252", "lat": 42.175, "lon": -103.495, "motion_east": 1.3, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1492.0, "ebshear": 30.0, "srh01": 9.0, "maxllaz": 0.002, "mesh": 0.21, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 20.1653 }, { "name": "alignment", "value": 0.705 }, { "name": "tau", "value": 0.3705 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0365 }, "coherence_score": 0.37049010396003723, "coherence_diagnostics": { "tau": 0.37049010396003723, "grad_tau": 0.0354396216571331, "torsion": 0.0, "alignment": 0.7049558162689209, "S_field": 0.09803908318281174, "Gamma_field": 0.4412255883216858, "S_over_Gamma": 0.22219718992710114, "Da": 26.684350967407227, "E_coh": 0.3145903944969177, "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": [ [ [ -103.52, 42.22 ], [ -103.46, 42.22 ], [ -103.44, 42.21 ], [ -103.44, 42.14 ], [ -103.45, 42.15 ], [ -103.46, 42.14 ], [ -103.51, 42.14 ], [ -103.53, 42.15 ], [ -103.54, 42.16 ], [ -103.53, 42.17 ], [ -103.54, 42.18 ], [ -103.52, 42.22 ] ] ] }, "raw_probability": 0.0365, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0365, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "182e1c2c1ba359db369beae6e41a86ab1f262edcf049d09229707379d61607be" }, "receipt_sha256": "182e1c2c1ba359db369beae6e41a86ab1f262edcf049d09229707379d61607be" }, { "storm_id": "187135", "lat": 38.7578, "lon": -105.0811, "motion_east": 3.6, "motion_south": 1.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 927.0, "ebshear": 18.0, "srh01": 16.0, "maxllaz": 0.003, "mesh": 0.34, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 23.9153 }, { "name": "alignment", "value": -0.3871 }, { "name": "tau", "value": 0.512 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.036 }, "coherence_score": 0.5120323300361633, "coherence_diagnostics": { "tau": 0.5120323300361633, "grad_tau": 0.052196454256772995, "torsion": 0.0, "alignment": -0.38707172870635986, "S_field": 0.32649415731430054, "Gamma_field": 0.5228922367095947, "S_over_Gamma": 0.6244004964828491, "Da": 31.606595993041992, "E_coh": 0.7893518805503845, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.1, 38.79 ], [ -105.04, 38.79 ], [ -105.03, 38.78 ], [ -105.03, 38.73 ], [ -105.06, 38.71 ], [ -105.13, 38.72 ], [ -105.12, 38.74 ], [ -105.12, 38.77 ], [ -105.1, 38.79 ] ] ] }, "raw_probability": 0.036, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.036, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "037a134a6198d8b9f80e635e5649700dae804c478a0982d4d100752d3eadefff" }, "receipt_sha256": "037a134a6198d8b9f80e635e5649700dae804c478a0982d4d100752d3eadefff" }, { "storm_id": "187251", "lat": 42.2589, "lon": -103.1756, "motion_east": 2.7, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1796.0, "ebshear": 30.0, "srh01": 9.0, "maxllaz": 0.003, "mesh": 0.29, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 21.9153 }, { "name": "alignment", "value": 2.0912 }, { "name": "tau", "value": 0.4133 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0358 }, "coherence_score": 0.4132979214191437, "coherence_diagnostics": { "tau": 0.4132979214191437, "grad_tau": 0.06296312808990479, "torsion": 0.0, "alignment": 2.091157913208008, "S_field": 0.09667738527059555, "Gamma_field": 0.46539226174354553, "S_over_Gamma": 0.2077331244945526, "Da": 27.97337532043457, "E_coh": 0.30149391293525696, "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": [ [ [ -103.2, 42.29 ], [ -103.15, 42.29 ], [ -103.13, 42.27 ], [ -103.13, 42.24 ], [ -103.15, 42.22 ], [ -103.2, 42.22 ], [ -103.21, 42.23 ], [ -103.21, 42.28 ], [ -103.2, 42.29 ] ] ] }, "raw_probability": 0.0358, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0358, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "99644e1372a4511cb4614a4cd1b0b3200b5a4036e739fe80058d7ccc428ca2ab" }, "receipt_sha256": "99644e1372a4511cb4614a4cd1b0b3200b5a4036e739fe80058d7ccc428ca2ab" }, { "storm_id": "187254", "lat": 42.094, "lon": -103.021, "motion_east": 2.8, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2087.0, "ebshear": 28.0, "srh01": 10.0, "maxllaz": 0.002, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 10.0 }, { "name": "hrrr_pwat", "value": 21.9153 }, { "name": "alignment", "value": 2.0912 }, { "name": "tau", "value": 0.4133 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0358 }, "coherence_score": 0.4132979214191437, "coherence_diagnostics": { "tau": 0.4132979214191437, "grad_tau": 0.06296312808990479, "torsion": 0.0, "alignment": 2.091157913208008, "S_field": 0.09667738527059555, "Gamma_field": 0.46539226174354553, "S_over_Gamma": 0.2077331244945526, "Da": 27.97337532043457, "E_coh": 0.30149391293525696, "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": [ [ [ -103.04, 42.13 ], [ -102.97, 42.13 ], [ -102.96, 42.12 ], [ -102.96, 42.07 ], [ -103.0, 42.05 ], [ -103.04, 42.06 ], [ -103.05, 42.07 ], [ -103.07, 42.07 ], [ -103.08, 42.11 ], [ -103.04, 42.13 ] ] ] }, "raw_probability": 0.0358, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0358, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "99644e1372a4511cb4614a4cd1b0b3200b5a4036e739fe80058d7ccc428ca2ab" }, "receipt_sha256": "99644e1372a4511cb4614a4cd1b0b3200b5a4036e739fe80058d7ccc428ca2ab" }, { "storm_id": "186904", "lat": 37.5518, "lon": -104.9973, "motion_east": 3.4, "motion_south": 1.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 377.0, "ebshear": 21.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.51, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 21.5403 }, { "name": "alignment", "value": -0.2315 }, { "name": "tau", "value": 0.557 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0351 }, "coherence_score": 0.557038426399231, "coherence_diagnostics": { "tau": 0.557038426399231, "grad_tau": 0.04822337627410889, "torsion": 0.0, "alignment": -0.23151177167892456, "S_field": 0.3479693830013275, "Gamma_field": 0.39455896615982056, "S_over_Gamma": 0.8819198608398438, "Da": 23.30547332763672, "E_coh": 0.7733621001243591, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.02, 37.59 ], [ -104.96, 37.59 ], [ -104.94, 37.57 ], [ -104.94, 37.52 ], [ -104.95, 37.51 ], [ -105.01, 37.51 ], [ -105.03, 37.52 ], [ -105.04, 37.54 ], [ -105.03, 37.55 ], [ -105.03, 37.58 ], [ -105.02, 37.59 ] ] ] }, "raw_probability": 0.0351, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0351, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c3459f4395cb341638491990efbccb577b461781de2dba1083ea68ca8054e0df" }, "receipt_sha256": "c3459f4395cb341638491990efbccb577b461781de2dba1083ea68ca8054e0df" }, { "storm_id": "186987", "lat": 37.2907, "lon": -104.9247, "motion_east": 3.0, "motion_south": 0.7, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 643.0, "ebshear": 20.0, "srh01": 23.0, "maxllaz": 0.002, "mesh": 0.39, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 23.0 }, { "name": "hrrr_pwat", "value": 21.5403 }, { "name": "alignment", "value": -0.2315 }, { "name": "tau", "value": 0.557 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0351 }, "coherence_score": 0.557038426399231, "coherence_diagnostics": { "tau": 0.557038426399231, "grad_tau": 0.04822337627410889, "torsion": 0.0, "alignment": -0.23151177167892456, "S_field": 0.3479693830013275, "Gamma_field": 0.39455896615982056, "S_over_Gamma": 0.8819198608398438, "Da": 23.30547332763672, "E_coh": 0.7733621001243591, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -104.94, 37.39 ], [ -104.84, 37.34 ], [ -104.83, 37.33 ], [ -104.83, 37.28 ], [ -104.87, 37.25 ], [ -104.88, 37.25 ], [ -104.91, 37.22 ], [ -104.93, 37.21 ], [ -104.96, 37.21 ], [ -104.98, 37.22 ], [ -105.0, 37.25 ], [ -105.0, 37.31 ], [ -104.98, 37.34 ], [ -104.98, 37.37 ], [ -104.94, 37.39 ] ] ] }, "raw_probability": 0.0351, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0351, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c3459f4395cb341638491990efbccb577b461781de2dba1083ea68ca8054e0df" }, "receipt_sha256": "c3459f4395cb341638491990efbccb577b461781de2dba1083ea68ca8054e0df" }, { "storm_id": "186844", "lat": 36.5096, "lon": -106.1496, "motion_east": 0.9, "motion_south": 0.0, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 947.0, "ebshear": 13.0, "srh01": 25.0, "maxllaz": 0.002, "mesh": 0.77, "flash_rate": 5.0, "top_features": [ { "name": "srh01", "value": 25.0 }, { "name": "hrrr_pwat", "value": 26.6653 }, { "name": "alignment", "value": 2.1702 }, { "name": "tau", "value": 0.5253 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0347 }, "coherence_score": 0.525260865688324, "coherence_diagnostics": { "tau": 0.525260865688324, "grad_tau": 0.05819854512810707, "torsion": 0.0, "alignment": 2.170217752456665, "S_field": 0.3370928466320038, "Gamma_field": 0.5303922295570374, "S_over_Gamma": 0.6355538964271545, "Da": 32.96146774291992, "E_coh": 0.7270327210426331, "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": [ [ [ -106.14, 36.61 ], [ -106.13, 36.6 ], [ -106.11, 36.6 ], [ -106.07, 36.58 ], [ -106.06, 36.56 ], [ -106.06, 36.5 ], [ -106.09, 36.48 ], [ -106.11, 36.48 ], [ -106.13, 36.46 ], [ -106.13, 36.41 ], [ -106.15, 36.38 ], [ -106.2, 36.38 ], [ -106.21, 36.4 ], [ -106.21, 36.44 ], [ -106.19, 36.46 ], [ -106.17, 36.46 ], [ -106.16, 36.47 ], [ -106.17, 36.49 ], [ -106.21, 36.52 ], [ -106.22, 36.56 ], [ -106.21, 36.58 ], [ -106.17, 36.6 ], [ -106.15, 36.6 ], [ -106.14, 36.61 ] ] ] }, "raw_probability": 0.0347, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "722db17f9123a0cb920bf951777ca6d3b6335ae14f091383a14a424623220cca", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0347, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "090d2a921f8a6b3f8859e922502c69ceb862978cb124c8329c9e477c47be9e1b" }, "receipt_sha256": "090d2a921f8a6b3f8859e922502c69ceb862978cb124c8329c9e477c47be9e1b" }, { "storm_id": "186874", "lat": 35.9383, "lon": -106.6692, "motion_east": 0.3, "motion_south": 0.5, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 891.0, "ebshear": 9.0, "srh01": 6.0, "maxllaz": 0.003, "mesh": 1.01, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 28.6653 }, { "name": "alignment", "value": 0.0034 }, { "name": "tau", "value": 0.4584 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0344 }, "coherence_score": 0.45836639404296875, "coherence_diagnostics": { "tau": 0.45836639404296875, "grad_tau": 0.048393841832876205, "torsion": 0.0, "alignment": 0.0033548474311828613, "S_field": 0.254558801651001, "Gamma_field": 0.6887255907058716, "S_over_Gamma": 0.36960846185684204, "Da": 41.11564254760742, "E_coh": 0.8281177878379822, "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": [ [ [ -106.65, 36.01 ], [ -106.62, 36.0 ], [ -106.59, 35.97 ], [ -106.59, 35.95 ], [ -106.61, 35.91 ], [ -106.64, 35.88 ], [ -106.68, 35.86 ], [ -106.74, 35.86 ], [ -106.77, 35.9 ], [ -106.76, 35.94 ], [ -106.73, 35.97 ], [ -106.65, 36.01 ] ] ] }, "raw_probability": 0.0344, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "89ded3d18bd54848836a0efeb52944e5ad5de03fa3808b23d1add9409eb91be1", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0344, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a64f86198315ff35745b67ebb1bd623d3aac7ea7a594edc4ddc67fda49d335f1" }, "receipt_sha256": "a64f86198315ff35745b67ebb1bd623d3aac7ea7a594edc4ddc67fda49d335f1" }, { "storm_id": "185789", "lat": 35.8944, "lon": -106.4933, "motion_east": 0.4, "motion_south": 0.8, "valid_time": "20260728_200037 UTC", "tornado_probability": 0.0009, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 833.0, "ebshear": 13.0, "srh01": 16.0, "maxllaz": 0.005, "mesh": 0.56, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 16.0 }, { "name": "hrrr_pwat", "value": 28.6653 }, { "name": "alignment", "value": 0.0034 }, { "name": "tau", "value": 0.4584 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0341 }, "coherence_score": 0.45836639404296875, "coherence_diagnostics": { "tau": 0.45836639404296875, "grad_tau": 0.048393841832876205, "torsion": 0.0, "alignment": 0.0033548474311828613, "S_field": 0.254558801651001, "Gamma_field": 0.6887255907058716, "S_over_Gamma": 0.36960846185684204, "Da": 41.11564254760742, "E_coh": 0.8281177878379822, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 5, "geometry": { "type": "Polygon", "coordinates": [ [ [ -106.51, 35.93 ], [ -106.48, 35.93 ], [ -106.45, 35.91 ], [ -106.45, 35.87 ], [ -106.47, 35.85 ], [ -106.51, 35.85 ], [ -106.53, 35.87 ], [ -106.53, 35.91 ], [ -106.51, 35.93 ] ] ] }, "raw_probability": 0.0341, "confidence_lo": 0.0008, "confidence_hi": 0.0009, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "2c1f0d7f2b27ac2721642167dfc4ab75d52ad606e0084dfbdd3ec1e5660f9664", "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd", "issued_at": "2026-07-28T20:27:45Z", "raw_probability": 0.0341, "probability": 0.000854, "confidence_lo": 0.000838, "confidence_hi": 0.000854, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9d551fc4fc9492a55ffccabf242456a40555822c72f3437bc6642df5b949e12c" }, "receipt_sha256": "9d551fc4fc9492a55ffccabf242456a40555822c72f3437bc6642df5b949e12c" } ] }