{
  "forecast_id": "eq_fcst_20260731_2000",
  "hazard": "earthquake",
  "issued_at": "2026-07-31T20:00:00Z",
  "model_version": "eq_coherence_v1_0",
  "forecast_horizon_days": 30,
  "target_magnitude_min": 6.0,
  "feature_history_days": 400,
  "recent_activity_days": 30,
  "min_events_per_active_cell": 5,
  "forecast_domain": {
    "name": "global_2deg_grid",
    "lat_min": -60.0,
    "lat_max": 70.0,
    "lon_min": -180.0,
    "lon_max": 180.0,
    "dlat": 2.0,
    "dlon": 2.0,
    "n_lat": 65,
    "n_lon": 180,
    "default_probability": 0.0
  },
  "source_catalog": {
    "provider": "USGS FDSNWS",
    "min_magnitude": 2.5,
    "window_start": "2025-06-26T20:00:00Z",
    "window_end": "2026-07-31T20:00:00Z",
    "n_events": 32946,
    "n_recent_events": 2073
  },
  "n_active_cells": 83,
  "top_probability": 0.5095,
  "active_cells": [
    {
      "row": 17,
      "col": 2,
      "lat": -25.0,
      "lon": -175.0,
      "n_events": 15,
      "max_mag": 5.2,
      "probability": 0.5095,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 43.3,
      "ell_trend": -4.08,
      "rate_acceleration": 1.45,
      "delta_aic_iet": 101.43,
      "S_over_Gamma": 16.092,
      "days_to_criticality": 2098.0,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 2.0613,
      "grad_tau_local": 0.4305,
      "depth_trend": 9.45,
      "spatial_concentration": 68.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.8779,
      "confidence_lo": 0.0372,
      "confidence_hi": 1.0,
      "uncertainty_class": "wide",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "CAUTIOUS",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "f099b318c90a5156923fc1abf101e0925e810afe55deffd389e9d0d810652dbc",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.8779,
        "probability": 0.509472,
        "confidence_lo": 0.037183,
        "confidence_hi": 1.0,
        "uncertainty_class": "wide",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "CAUTIOUS",
        "coverage_target": 0.9,
        "receipt_sha256": "f0ee5b9ad632d9ae128f5ef8ca821499d757550d5d3ab56ce2458f819cfae4fd",
        "signature": {
          "alg": "ed25519",
          "sig": "8dd5310782ce05e0806a45596726613fde72efc3954d4f7b3bd079629f0f16ce59f21a754ed0ec3b9b8dcdf37e6858ebe07d28b2f001fd03d20193fa5309e700"
        }
      },
      "receipt_sha256": "f0ee5b9ad632d9ae128f5ef8ca821499d757550d5d3ab56ce2458f819cfae4fd"
    },
    {
      "row": 55,
      "col": 1,
      "lat": 51.0,
      "lon": -177.0,
      "n_events": 35,
      "max_mag": 5.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.642,
      "b_trend": 0.0728,
      "ell_km": 77.7,
      "ell_trend": -1.78,
      "rate_acceleration": 2.42,
      "delta_aic_iet": 857.07,
      "S_over_Gamma": 13.444,
      "days_to_criticality": 2099.5,
      "conditions_met": 4,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 4.9892,
      "grad_tau_local": 3.1217,
      "depth_trend": -9.95,
      "spatial_concentration": 160.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7926,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "6c72b67bc9840da5649848c8834611a2ebe581da3afdf73d523eaae95b72ffda",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7926,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9a5722be665b350ae48bd3db1800437b48b43642ef4f8df5a16a5728de79e9f",
        "signature": {
          "alg": "ed25519",
          "sig": "116bc0cc3689ca05b8822b96abbce59bb8b24304a91d377332562de1dfb8524f4b56cfb8e192f660f70aa0f92c244fddbc4d4f8b3e2f12b9d17a7109f5862802"
        }
      },
      "receipt_sha256": "e9a5722be665b350ae48bd3db1800437b48b43642ef4f8df5a16a5728de79e9f"
    },
    {
      "row": 23,
      "col": 82,
      "lat": -13.0,
      "lon": -15.0,
      "n_events": 12,
      "max_mag": 5.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 14.6,
      "ell_trend": null,
      "rate_acceleration": 8.5,
      "delta_aic_iet": -30.9,
      "S_over_Gamma": 10.994,
      "days_to_criticality": null,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": true,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.319,
      "grad_tau_local": 0.0997,
      "depth_trend": 0.15,
      "spatial_concentration": 44.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7873,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "0fcbd6ae1991b9dad0c2c6c0f08ea40ae7dcb4c0eb1c8bf421c043ce716bb3fa",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7873,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fd7214225ed65ccd4fa6942b75c08cbc0567fc6e34ae446e95123ac84fc87a05",
        "signature": {
          "alg": "ed25519",
          "sig": "f365e74f21099b2427026ebfa7a2739f1ef214ca1a3229ab9945279442e3f6e937cbd8305cfdbee13c1ae6095d26ed628b29580bd5a5e4855e577dea36a0f80f"
        }
      },
      "receipt_sha256": "fd7214225ed65ccd4fa6942b75c08cbc0567fc6e34ae446e95123ac84fc87a05"
    },
    {
      "row": 55,
      "col": 3,
      "lat": 51.0,
      "lon": -173.0,
      "n_events": 86,
      "max_mag": 5.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.628,
      "b_trend": 0.1083,
      "ell_km": 14.0,
      "ell_trend": -6.02,
      "rate_acceleration": 1.64,
      "delta_aic_iet": 1016.8,
      "S_over_Gamma": 13.832,
      "days_to_criticality": 2099.5,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.7378,
      "grad_tau_local": 0.8449,
      "depth_trend": 0.25,
      "spatial_concentration": 73.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7812,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "6a020382072334c95e22fd747d31585e94d36d34bfd586233b48509637f9f32f",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7812,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25751af490a2724c0492ef1428216a67c79afbd2ebf88a16048ab72fef8881d9",
        "signature": {
          "alg": "ed25519",
          "sig": "5cb196bcede95402d79b99cfce960a6cb0d6a9b16da59f827c7500caecc34249095655ed3d24abef447ba08198ed30de33444293379346d4bc819c80fd87aa0c"
        }
      },
      "receipt_sha256": "25751af490a2724c0492ef1428216a67c79afbd2ebf88a16048ab72fef8881d9"
    },
    {
      "row": 56,
      "col": 4,
      "lat": 53.0,
      "lon": -171.0,
      "n_events": 13,
      "max_mag": 3.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.637,
      "b_trend": 0.1132,
      "ell_km": 13.1,
      "ell_trend": -9.29,
      "rate_acceleration": 1.61,
      "delta_aic_iet": 848.47,
      "S_over_Gamma": 13.687,
      "days_to_criticality": 22.0,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.2028,
      "grad_tau_local": 1.4504,
      "depth_trend": 1.94,
      "spatial_concentration": 84.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7768,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "3a84ba7d713117a561d195eb03b52196991bfb63609d96dc9fb215f1990bd8a6",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7768,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7ceba52e1fe3a45cfa5ca204c439302196b01734626e4957b5604dff7a74aa8",
        "signature": {
          "alg": "ed25519",
          "sig": "c6478e2d8597f932cea70fd3313cd69cbbd13ff30397392b831219c4d7e6f19f25b91430731d84971f794503ff7d393b84cc223a39bc921868513a6aa733f400"
        }
      },
      "receipt_sha256": "c7ceba52e1fe3a45cfa5ca204c439302196b01734626e4957b5604dff7a74aa8"
    },
    {
      "row": 56,
      "col": 3,
      "lat": 53.0,
      "lon": -173.0,
      "n_events": 8,
      "max_mag": 3.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.621,
      "b_trend": 0.0988,
      "ell_km": 13.8,
      "ell_trend": -7.19,
      "rate_acceleration": 1.66,
      "delta_aic_iet": 905.43,
      "S_over_Gamma": 13.611,
      "days_to_criticality": 2099.5,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.0672,
      "grad_tau_local": 1.7055,
      "depth_trend": 0.63,
      "spatial_concentration": 64.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7737,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "4456e24e3d895526a14747b422edfde9a8a00a81a862267a64a6bdc21906ec25",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7737,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d75edf2c199c41fbe1f016fb35d7e2539983e7d405f8d1a6a445fc2c559ad1b4",
        "signature": {
          "alg": "ed25519",
          "sig": "f812703b6c0f0cfabc155f8ca6ed45a2e03559d536bbf28be2cc4a5c08546c7338bf14202451d1e6b389e356cc7a644a160e8a852d64d25e66d0be5cf9581505"
        }
      },
      "receipt_sha256": "d75edf2c199c41fbe1f016fb35d7e2539983e7d405f8d1a6a445fc2c559ad1b4"
    },
    {
      "row": 55,
      "col": 2,
      "lat": 51.0,
      "lon": -175.0,
      "n_events": 35,
      "max_mag": 4.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.64,
      "b_trend": 0.0678,
      "ell_km": 71.9,
      "ell_trend": -1.43,
      "rate_acceleration": 2.42,
      "delta_aic_iet": 800.82,
      "S_over_Gamma": 13.495,
      "days_to_criticality": 2099.5,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.2305,
      "grad_tau_local": 1.0056,
      "depth_trend": -10.68,
      "spatial_concentration": 73.3,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7714,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "c03cdcf22b90a7ba956e93a62f1f314bce33593f14df34d28b02c152ad4d5e1a",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7714,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea36684b4c324b06bfca4afe6bac02e5a902a086bcbd27b519266aaa950d9152",
        "signature": {
          "alg": "ed25519",
          "sig": "499efd49159c4a2804ccd87df65ce5c9e9dc535b5e38f0e916330938b1ee0c2abd54cf4381065b28e1c802efe4f7ec5a9d21a160e08b46ad29b24c2faa2a900d"
        }
      },
      "receipt_sha256": "ea36684b4c324b06bfca4afe6bac02e5a902a086bcbd27b519266aaa950d9152"
    },
    {
      "row": 47,
      "col": 139,
      "lat": 35.0,
      "lon": 99.0,
      "n_events": 6,
      "max_mag": 5.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": null,
      "ell_trend": null,
      "rate_acceleration": null,
      "delta_aic_iet": null,
      "S_over_Gamma": 0.147,
      "days_to_criticality": null,
      "conditions_met": 0,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": false
      },
      "tau_local": 0.3733,
      "grad_tau_local": 0.0146,
      "depth_trend": null,
      "spatial_concentration": 48.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7626,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "50e7c085030d68cf48f287ca1b990c90018b9ea8f905986f3442052f44c60162",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7626,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54e5f5ebfcc4d9df4e8e6f180416af5e82da89d98edee871306f87ed8a09b944",
        "signature": {
          "alg": "ed25519",
          "sig": "96203fb5545007461899be786c3506b683ba61440a3c8dd9957c237bddfb2bec7adc31d4481129e75cf56fa331c0e0088e61c72a4a9c6760acca725927dfd207"
        }
      },
      "receipt_sha256": "54e5f5ebfcc4d9df4e8e6f180416af5e82da89d98edee871306f87ed8a09b944"
    },
    {
      "row": 46,
      "col": 155,
      "lat": 33.0,
      "lon": 131.0,
      "n_events": 12,
      "max_mag": 6.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 19.6,
      "ell_trend": 2.74,
      "rate_acceleration": 2.12,
      "delta_aic_iet": 50.11,
      "S_over_Gamma": 16.971,
      "days_to_criticality": 14.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 1.899,
      "grad_tau_local": 0.7237,
      "depth_trend": -14.56,
      "spatial_concentration": 38.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7498,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "085288bda1d4c75e121288164c8df80cd441c6418ab5207e74bd454fa6a2ebbf",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7498,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de73bf9e22cc2e2fd405b757bcbdc4a08bbddba138dbdf1049987a6c93b08174",
        "signature": {
          "alg": "ed25519",
          "sig": "92eb20ff62985bb57a4256dbb533397babf93d090fa8ead5d1db56f9d12dd83d6d83121e99e9af98b20ea353ecd9ccc9f7b1e8abcaa429f0e4a800d9f3946301"
        }
      },
      "receipt_sha256": "de73bf9e22cc2e2fd405b757bcbdc4a08bbddba138dbdf1049987a6c93b08174"
    },
    {
      "row": 37,
      "col": 43,
      "lat": 15.0,
      "lon": -93.0,
      "n_events": 110,
      "max_mag": 7.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.855,
      "b_trend": null,
      "ell_km": 43.9,
      "ell_trend": 2.3,
      "rate_acceleration": 3.73,
      "delta_aic_iet": 224.87,
      "S_over_Gamma": 15.928,
      "days_to_criticality": 71.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 4.8802,
      "grad_tau_local": 0.3184,
      "depth_trend": -22.88,
      "spatial_concentration": 93.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7479,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "68b4460308e2a6b471dbd05770510983b7ad33cf0d09e1a86e6c9fb602e6fda0",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7479,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8cd40ba89965d04bedc125d1aad1808b799aece0b8479fee4386765a00a37955",
        "signature": {
          "alg": "ed25519",
          "sig": "d30a0d642d434fee4e5ba1e8478394a8ee12001661721324ce358113730bc5239943d07806bd22be60d4360a75e074bf616745aa1c42d531c2c7ba3be76d1709"
        }
      },
      "receipt_sha256": "8cd40ba89965d04bedc125d1aad1808b799aece0b8479fee4386765a00a37955"
    },
    {
      "row": 28,
      "col": 159,
      "lat": -3.0,
      "lon": 139.0,
      "n_events": 19,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.095,
      "b_trend": null,
      "ell_km": 27.5,
      "ell_trend": 1.64,
      "rate_acceleration": 0.88,
      "delta_aic_iet": 138.44,
      "S_over_Gamma": 15.708,
      "days_to_criticality": 183.1,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.0148,
      "grad_tau_local": 0.2261,
      "depth_trend": -5.66,
      "spatial_concentration": 74.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.7161,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "7ba2b4916afe5732987b971c5accc91fc08323447c6324ac2d696c6a741916e1",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.7161,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08b32a050cfccfb29f8d9bef5cee12c1eb7825fc8c4767ac0fc25c4055002427",
        "signature": {
          "alg": "ed25519",
          "sig": "95969e766d38c722b922b66723f8fe0a29086a17b0cd4e893ad267fdab952698ebd02c2100ae1d510df0ac2d3177e1fc19d1ece379e36fd05744de7751a2c401"
        }
      },
      "receipt_sha256": "08b32a050cfccfb29f8d9bef5cee12c1eb7825fc8c4767ac0fc25c4055002427"
    },
    {
      "row": 48,
      "col": 125,
      "lat": 37.0,
      "lon": 71.0,
      "n_events": 8,
      "max_mag": 4.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.094,
      "b_trend": null,
      "ell_km": 29.2,
      "ell_trend": 6.86,
      "rate_acceleration": 0.73,
      "delta_aic_iet": 240.03,
      "S_over_Gamma": 15.597,
      "days_to_criticality": 29.0,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 4.1752,
      "grad_tau_local": 0.3129,
      "depth_trend": 43.63,
      "spatial_concentration": 88.4,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6986,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ec347c8c66b4d5c4b255a04888f6903015a7a6e6f45fad130156d78cc1b55732",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6986,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "375d4b4a3b9e8d4e6b0869163aef5dbebab094e522f5a5c54b7e76e9e687fef0",
        "signature": {
          "alg": "ed25519",
          "sig": "bfbef834653cf99f06fb7d7f412437f5537a9b3b05ed342381764908d8710cd7addd84fe5532c393b00cd79482e1a291ab8184a26477482352778213cba34803"
        }
      },
      "receipt_sha256": "375d4b4a3b9e8d4e6b0869163aef5dbebab094e522f5a5c54b7e76e9e687fef0"
    },
    {
      "row": 56,
      "col": 6,
      "lat": 53.0,
      "lon": -167.0,
      "n_events": 15,
      "max_mag": 4.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.67,
      "b_trend": 0.1139,
      "ell_km": 12.8,
      "ell_trend": -3.15,
      "rate_acceleration": 1.2,
      "delta_aic_iet": 941.11,
      "S_over_Gamma": 13.216,
      "days_to_criticality": 19.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.0948,
      "grad_tau_local": 0.1849,
      "depth_trend": 3.86,
      "spatial_concentration": 69.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6932,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "f8284ee2d74601236f8fe57a61ea0cb21af5959914a041769da39b8c44d06023",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6932,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9c961c121302d95c44eec9cf16ea5ab25d6051e0d9a0ab7bb098cd7859689ec9",
        "signature": {
          "alg": "ed25519",
          "sig": "d8d8195cc9bb80323926deda65edff1206fe40b961d394aee7dc381017b00d85355fea599f6083594efdced76d2f8c44c8b446f7f4453a8f27948e606dad1702"
        }
      },
      "receipt_sha256": "9c961c121302d95c44eec9cf16ea5ab25d6051e0d9a0ab7bb098cd7859689ec9"
    },
    {
      "row": 55,
      "col": 0,
      "lat": 51.0,
      "lon": -179.0,
      "n_events": 37,
      "max_mag": 4.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.618,
      "b_trend": 0.1058,
      "ell_km": 73.9,
      "ell_trend": -0.52,
      "rate_acceleration": 2.05,
      "delta_aic_iet": 749.83,
      "S_over_Gamma": 13.425,
      "days_to_criticality": 2098.4,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 4.9892,
      "depth_trend": -9.33,
      "spatial_concentration": 118.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6879,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "6a95c5be30823549edefe904bbf0939e36f0a05f89cb11b003d85ac114f917bb",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6879,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f629d382beb77cbe42af496979d6ddb65bf994d29395001c8e109ff0f3a25012",
        "signature": {
          "alg": "ed25519",
          "sig": "1f664898fdc72d48ad9d886f2815d8497e8b39f5f25aee1129e5d655ee08fbf7e1d159af45c23c0990a57facf8888e85109a39edde5652265925c67ca1cd3d01"
        }
      },
      "receipt_sha256": "f629d382beb77cbe42af496979d6ddb65bf994d29395001c8e109ff0f3a25012"
    },
    {
      "row": 0,
      "col": 76,
      "lat": -59.0,
      "lon": -27.0,
      "n_events": 8,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.108,
      "b_trend": null,
      "ell_km": 63.0,
      "ell_trend": -1.29,
      "rate_acceleration": 0.98,
      "delta_aic_iet": 153.12,
      "S_over_Gamma": 16.1,
      "days_to_criticality": 18.1,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 1.1001,
      "depth_trend": 5.47,
      "spatial_concentration": 74.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6771,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "9e391eb4842bc86e32d20288c2c5eff11d6b5f45c763f44f017784fb7a92d843",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6771,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "686e4560b589428d2b1ae7ac8431e2848deb53b4a8d5ff8291877fb05d042e77",
        "signature": {
          "alg": "ed25519",
          "sig": "2eddcc74e2f432cfe867ad2fa550a6e14749f8b788655b332a8da4e04dd6121219d69d068cfab69b7d84d02aea2306a6425e631b82cfdfbedffe5fa72363cc0e"
        }
      },
      "receipt_sha256": "686e4560b589428d2b1ae7ac8431e2848deb53b4a8d5ff8291877fb05d042e77"
    },
    {
      "row": 39,
      "col": 56,
      "lat": 19.0,
      "lon": -67.0,
      "n_events": 37,
      "max_mag": 4.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.226,
      "b_trend": -0.0692,
      "ell_km": 34.3,
      "ell_trend": -2.03,
      "rate_acceleration": 1.11,
      "delta_aic_iet": 1347.36,
      "S_over_Gamma": 13.651,
      "days_to_criticality": 2098.7,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.5491,
      "grad_tau_local": 1.39,
      "depth_trend": -4.74,
      "spatial_concentration": 63.4,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6765,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "24a1063d0a8d0cc6913d66066ea9de16be4f438ecc869cb1a401c689b4e1f4dd",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6765,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df7ba34b672d9b05f8542586eba72712782a894e5707cb8cb80f3f0c8e228cd2",
        "signature": {
          "alg": "ed25519",
          "sig": "e331bb0f133b36150e588aad9b676311820b7be4a24a35557d591d662802754c5c6ee7cd971820fed973c02eb5c2404367ef6b19a6bbdccba385dcf291e9c40a"
        }
      },
      "receipt_sha256": "df7ba34b672d9b05f8542586eba72712782a894e5707cb8cb80f3f0c8e228cd2"
    },
    {
      "row": 15,
      "col": 1,
      "lat": -29.0,
      "lon": -177.0,
      "n_events": 14,
      "max_mag": 5.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.174,
      "b_trend": -0.1176,
      "ell_km": 113.4,
      "ell_trend": 2.73,
      "rate_acceleration": 0.92,
      "delta_aic_iet": 165.0,
      "S_over_Gamma": 16.072,
      "days_to_criticality": -0.6,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 1.4976,
      "grad_tau_local": 0.6365,
      "depth_trend": 13.96,
      "spatial_concentration": 79.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6744,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "3b12a9f1d190a2400e8e90d21c9bc4fcf1ef1951b08f10f32de451cbf7376439",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6744,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19908d690d4c2c238fe2498894521161e81f3b2684c379f41343f51dc034c42d",
        "signature": {
          "alg": "ed25519",
          "sig": "f6765431752b0fd5f2303d48dc2136dae9c28ce450188064f54656fa9ca0e60a266a1ec155e83e4504ff641e76aaccf18a34b2dfa8b97d3d9320c1009e36d409"
        }
      },
      "receipt_sha256": "19908d690d4c2c238fe2498894521161e81f3b2684c379f41343f51dc034c42d"
    },
    {
      "row": 60,
      "col": 15,
      "lat": 61.0,
      "lon": -149.0,
      "n_events": 7,
      "max_mag": 3.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.859,
      "b_trend": -0.0024,
      "ell_km": 85.5,
      "ell_trend": 0.29,
      "rate_acceleration": 0.94,
      "delta_aic_iet": 785.3,
      "S_over_Gamma": 12.935,
      "days_to_criticality": 2.1,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.7848,
      "grad_tau_local": 0.8452,
      "depth_trend": 0.91,
      "spatial_concentration": 69.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6627,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "d6a7bbfb437863c2fd5737827d8af24ba52da676f094841f4e085214c5df2329",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6627,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91d33280fdc5318ec7596f89af8c7b729bf2bf96c5b2f658b1730ba5ef6b8756",
        "signature": {
          "alg": "ed25519",
          "sig": "d32b0a9552cec2dba2bbc8caac2a324bae94b0941a193f05b548a4981cc9026fffcbc6383b70ad9ef1a58b7f9a90b4ddbf3d71850c470a1c622a2ff35a862a09"
        }
      },
      "receipt_sha256": "91d33280fdc5318ec7596f89af8c7b729bf2bf96c5b2f658b1730ba5ef6b8756"
    },
    {
      "row": 61,
      "col": 14,
      "lat": 63.0,
      "lon": -151.0,
      "n_events": 17,
      "max_mag": 5.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.874,
      "b_trend": 0.0622,
      "ell_km": 94.2,
      "ell_trend": -1.3,
      "rate_acceleration": 1.02,
      "delta_aic_iet": 599.43,
      "S_over_Gamma": 13.455,
      "days_to_criticality": 2099.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.3289,
      "grad_tau_local": 1.9695,
      "depth_trend": 4.24,
      "spatial_concentration": 73.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6544,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "d15655e49ad37795b5f57dd3fd8f04069b17fa56fa1f35d5d748822e6dcdab15",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6544,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f9c3825aad34e970ed3a3446c8053be6d7698c2a743bd8627837cbdbcbc1d02",
        "signature": {
          "alg": "ed25519",
          "sig": "58fd8e1c183f91eae446ea42703fb9f9422683297371b2c5398f37d1b3e051d56e3d43c9558a86fc7d3c0e45300a7ddacfe9e5beb0791f49255b1f382193a50f"
        }
      },
      "receipt_sha256": "8f9c3825aad34e970ed3a3446c8053be6d7698c2a743bd8627837cbdbcbc1d02"
    },
    {
      "row": 13,
      "col": 54,
      "lat": -33.0,
      "lon": -71.0,
      "n_events": 6,
      "max_mag": 5.1,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.092,
      "b_trend": null,
      "ell_km": 13.2,
      "ell_trend": 0.32,
      "rate_acceleration": 1.06,
      "delta_aic_iet": 131.15,
      "S_over_Gamma": 14.776,
      "days_to_criticality": 18.7,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.423,
      "grad_tau_local": 0.7719,
      "depth_trend": -20.35,
      "spatial_concentration": 65.3,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6514,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "8a0bbfac93240e3ccfc63077bc1be60c0d8956a27c7240880c39879f93284345",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6514,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1a48762e3b862c45bc5ec038fee2e6add9a8cfaff7d1e3add08f89696dbd8ccd",
        "signature": {
          "alg": "ed25519",
          "sig": "75bdc45e76f68669031fade475b882e2fcc74167266032a8edae0909a19db08a1f55ae1e6b43a9e435be01ccb3303f50b0c9260fafb220ebe8039102381eff0c"
        }
      },
      "receipt_sha256": "1a48762e3b862c45bc5ec038fee2e6add9a8cfaff7d1e3add08f89696dbd8ccd"
    },
    {
      "row": 41,
      "col": 137,
      "lat": 23.0,
      "lon": 95.0,
      "n_events": 5,
      "max_mag": 5.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 98.3,
      "ell_trend": 5.11,
      "rate_acceleration": 1.06,
      "delta_aic_iet": 61.33,
      "S_over_Gamma": 15.296,
      "days_to_criticality": 134.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 1.7195,
      "grad_tau_local": 0.1093,
      "depth_trend": 12.46,
      "spatial_concentration": 76.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6475,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "3389cf49ce91dfb5eb889bcf7f5f98449f868d4398dc55930cbf2131decde114",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6475,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc66bcba8b2d1d0cfb4119179084da53e934ffd74b1f6817dc1668edfe7f0d1d",
        "signature": {
          "alg": "ed25519",
          "sig": "cf63fc3ff07c43895e878504a5848c2487ec469600011d443d247d6b82342158c4c9cb22e5dcd111e94e0bf54c8b815e2e30acbccaa2b83415a84c5cbf2a7507"
        }
      },
      "receipt_sha256": "bc66bcba8b2d1d0cfb4119179084da53e934ffd74b1f6817dc1668edfe7f0d1d"
    },
    {
      "row": 39,
      "col": 57,
      "lat": 19.0,
      "lon": -65.0,
      "n_events": 51,
      "max_mag": 4.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.217,
      "b_trend": 0.1459,
      "ell_km": 32.9,
      "ell_trend": -0.23,
      "rate_acceleration": 1.15,
      "delta_aic_iet": 1225.32,
      "S_over_Gamma": 13.962,
      "days_to_criticality": 20.8,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.73,
      "grad_tau_local": 1.6192,
      "depth_trend": -2.19,
      "spatial_concentration": 48.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6391,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "e204ca98a603b279b73a3e6219c23f67fea6b4f0cff86b6b9239224910a0868e",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6391,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5400a45da6e73763eaa9b6e476c2431ff3d01fb685ea3d58d932a1ec9ee0f724",
        "signature": {
          "alg": "ed25519",
          "sig": "1283a21a8bfad3faab5b37f80c7edc3c6f48045e5d7360f7b36de56a10ff40f7c92e2df96ee2fe71bec5d5c4d51c127436e22aec23d465a81ab1b8be3721150c"
        }
      },
      "receipt_sha256": "5400a45da6e73763eaa9b6e476c2431ff3d01fb685ea3d58d932a1ec9ee0f724"
    },
    {
      "row": 18,
      "col": 55,
      "lat": -23.0,
      "lon": -69.0,
      "n_events": 6,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.139,
      "b_trend": 0.3258,
      "ell_km": 39.0,
      "ell_trend": 1.57,
      "rate_acceleration": 1.16,
      "delta_aic_iet": 295.14,
      "S_over_Gamma": 15.568,
      "days_to_criticality": 152.3,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.4664,
      "grad_tau_local": 0.5731,
      "depth_trend": 5.34,
      "spatial_concentration": 61.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6339,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "7053410a1eef955342e95f51f9dc3ec59bc88a70b3c90dfadc42af75c9ba6787",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6339,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b1552d863cd469c610f0b6273b73287a31336764dc5be47e2ff89cda1390e81",
        "signature": {
          "alg": "ed25519",
          "sig": "fe22891a361e574738f5b4d75bc749ad10294664dfe65b55306a581a0951047d2bb7a147d5119c53e32ee3d9c88b52b756219aad8fd1ece828680101ed97fc0c"
        }
      },
      "receipt_sha256": "5b1552d863cd469c610f0b6273b73287a31336764dc5be47e2ff89cda1390e81"
    },
    {
      "row": 38,
      "col": 56,
      "lat": 17.0,
      "lon": -67.0,
      "n_events": 30,
      "max_mag": 3.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.236,
      "b_trend": 0.1157,
      "ell_km": 17.7,
      "ell_trend": -1.39,
      "rate_acceleration": 1.25,
      "delta_aic_iet": 906.65,
      "S_over_Gamma": 13.206,
      "days_to_criticality": 20.5,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.9336,
      "grad_tau_local": 2.0736,
      "depth_trend": -4.42,
      "spatial_concentration": 56.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6312,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "a3304b4e607caade1d1a1367a52ff80e757e8153436ce4d533b1d30f06e9a284",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6312,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d61fd0c1ae2d585051ec8d86c027cae388ba666be29139413bc49cd0d56cd0d3",
        "signature": {
          "alg": "ed25519",
          "sig": "6420c93bc586145c60950c0d39e7085803598490be255f682e59a0cf5b7a0f8ac873c8f055dc739c446d182bd9a94cbdcb76011e9879b100551e4a1cddfb820c"
        }
      },
      "receipt_sha256": "d61fd0c1ae2d585051ec8d86c027cae388ba666be29139413bc49cd0d56cd0d3"
    },
    {
      "row": 60,
      "col": 16,
      "lat": 61.0,
      "lon": -147.0,
      "n_events": 9,
      "max_mag": 3.1,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.832,
      "b_trend": 0.1406,
      "ell_km": 108.5,
      "ell_trend": 0.04,
      "rate_acceleration": 1.0,
      "delta_aic_iet": 590.51,
      "S_over_Gamma": 12.884,
      "days_to_criticality": 980.7,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.9289,
      "grad_tau_local": 0.9137,
      "depth_trend": 4.58,
      "spatial_concentration": 76.8,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6294,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "d965ba2e057333518f2970db939dfc549f3bbfe200f5eac7c1009bd54da88865",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6294,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a54e9a173cad11567b92c08dc6cf1f486b66b33a356a07a404519fd9882cc49",
        "signature": {
          "alg": "ed25519",
          "sig": "2124b5489f27d37543d5c6792320d3bdba51ae6fc73766e0bd0ce9a8bc4d0d9a7f353c4e3ee61bf9a60543cd9e87d08c33097123f087310a43fe242578715c0f"
        }
      },
      "receipt_sha256": "9a54e9a173cad11567b92c08dc6cf1f486b66b33a356a07a404519fd9882cc49"
    },
    {
      "row": 38,
      "col": 149,
      "lat": 17.0,
      "lon": 119.0,
      "n_events": 10,
      "max_mag": 4.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 16.7,
      "ell_trend": -0.28,
      "rate_acceleration": 6.19,
      "delta_aic_iet": 80.04,
      "S_over_Gamma": 9.244,
      "days_to_criticality": 1780.7,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.5122,
      "grad_tau_local": 0.6828,
      "depth_trend": -16.86,
      "spatial_concentration": 77.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6281,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "b60bddc67058f7b13e80c0a6874348cbe8763505e046567be99ea52dfcd2c508",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6281,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05fcfef1f1a34d94ba582ad23ba7c4fdb3e6b2f378c9f43701dc5f48116c8818",
        "signature": {
          "alg": "ed25519",
          "sig": "a0c0ce58abca08e4c38daa0e137db06b7a27043cca07cf3a7cc7d9f305adc040b8afc45feebe21cb672628c2dd30db09da7efd8e8c2ad8f985fdb3001f83ee0b"
        }
      },
      "receipt_sha256": "05fcfef1f1a34d94ba582ad23ba7c4fdb3e6b2f378c9f43701dc5f48116c8818"
    },
    {
      "row": 26,
      "col": 154,
      "lat": -7.0,
      "lon": 129.0,
      "n_events": 7,
      "max_mag": 4.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.382,
      "b_trend": 0.1542,
      "ell_km": 91.8,
      "ell_trend": 3.94,
      "rate_acceleration": 0.65,
      "delta_aic_iet": 220.32,
      "S_over_Gamma": 15.424,
      "days_to_criticality": 115.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.0048,
      "grad_tau_local": 1.0594,
      "depth_trend": -4.02,
      "spatial_concentration": 71.3,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6259,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "4ebf9030ce78e6fd394a2faa365df5099946f55e254d77bde36f04a689c7a199",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6259,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf2c2d7fea774d8eceeb82ac913209ee14bbd0d3d725a2ba2875e08f9a11d2e5",
        "signature": {
          "alg": "ed25519",
          "sig": "86adf976592099e251d6424ed0f28d6da0deb3e6507efaf7b19e6aa9a2a74b9ff2d3c5c75956d741139126feedf9abb6351420c3119c7a87a5576c69ef591701"
        }
      },
      "receipt_sha256": "cf2c2d7fea774d8eceeb82ac913209ee14bbd0d3d725a2ba2875e08f9a11d2e5"
    },
    {
      "row": 36,
      "col": 151,
      "lat": 13.0,
      "lon": 123.0,
      "n_events": 7,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 23.3,
      "ell_trend": 0.26,
      "rate_acceleration": 0.56,
      "delta_aic_iet": 134.42,
      "S_over_Gamma": 15.995,
      "days_to_criticality": 136.2,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 4.7427,
      "grad_tau_local": 0.8076,
      "depth_trend": 27.95,
      "spatial_concentration": 86.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6252,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "3f4f7bc241248b32caf5e2d3d50fdeeda27f0bed866cedab91dacc448b33ba02",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6252,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f70ce3cb0767f2d3abeb5a3481a596d1ee15a47e7041c46dd0bb27da2c60357",
        "signature": {
          "alg": "ed25519",
          "sig": "e33967d9dc756eeb4304badd429ace0f9c2c770341a5a8cd4af60097a03b25ba593b3d6a11848edeccf95e15f33c6d2a56f933f5cfd6e280ece5e5ce803fb50d"
        }
      },
      "receipt_sha256": "1f70ce3cb0767f2d3abeb5a3481a596d1ee15a47e7041c46dd0bb27da2c60357"
    },
    {
      "row": 60,
      "col": 13,
      "lat": 61.0,
      "lon": -153.0,
      "n_events": 10,
      "max_mag": 4.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.076,
      "b_trend": -0.0767,
      "ell_km": 84.7,
      "ell_trend": 0.21,
      "rate_acceleration": 0.89,
      "delta_aic_iet": 745.04,
      "S_over_Gamma": 13.08,
      "days_to_criticality": 736.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.9353,
      "grad_tau_local": 1.5788,
      "depth_trend": 3.69,
      "spatial_concentration": 68.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6233,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "1075d839fe9d579c98888d0fe3569ab6a9bbd331f0665aedae243cec5c915320",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6233,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b15bdb9b0914379c35d480bce8ab931ed2c328dc64d75b69a221ff6624cc27b6",
        "signature": {
          "alg": "ed25519",
          "sig": "d937df8c08b8f87bb1ad6eb450cfd3ee63ed4225a1f1fa6fce6efadbc2662c226892de0006b23c08f7ef7d115940b7f450338607017e3b8ff38b52b2ceef8b08"
        }
      },
      "receipt_sha256": "b15bdb9b0914379c35d480bce8ab931ed2c328dc64d75b69a221ff6624cc27b6"
    },
    {
      "row": 39,
      "col": 55,
      "lat": 19.0,
      "lon": -69.0,
      "n_events": 11,
      "max_mag": 4.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.088,
      "b_trend": 0.1835,
      "ell_km": 15.0,
      "ell_trend": -0.96,
      "rate_acceleration": 1.08,
      "delta_aic_iet": 717.35,
      "S_over_Gamma": 14.257,
      "days_to_criticality": 19.7,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.5267,
      "grad_tau_local": 2.2659,
      "depth_trend": -3.06,
      "spatial_concentration": 43.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6232,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "153d90f122089790fbd207e7e3290d41d53aaef6131ab747447fbb63e71f5139",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6232,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1b26de59e4a7692f49060463f27ebfe8f0ceb0f0dcf5c95861d756277979764",
        "signature": {
          "alg": "ed25519",
          "sig": "f6a4128f465dbd01ab0f431a365705a820001a8b7aa89d9d6b4f540da34dbc94442f54c468d16c1a509e9947988b2c4efa73f0b067fff3bde53e5dead8b1b806"
        }
      },
      "receipt_sha256": "d1b26de59e4a7692f49060463f27ebfe8f0ceb0f0dcf5c95861d756277979764"
    },
    {
      "row": 59,
      "col": 74,
      "lat": 59.0,
      "lon": -31.0,
      "n_events": 18,
      "max_mag": 5.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 14.4,
      "ell_trend": -0.58,
      "rate_acceleration": 3.56,
      "delta_aic_iet": -85.19,
      "S_over_Gamma": 12.645,
      "days_to_criticality": null,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": true,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.5083,
      "grad_tau_local": 0.1063,
      "depth_trend": 0.0,
      "spatial_concentration": 71.7,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6195,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "9ca38bb0c288eee9058d0af3eba7be0ee7e1fa4cbbc05149e40a45638fa4706e",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6195,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e25b233781ba669ba86fd064a6a1d783afba132a61cf2d12486f0351690a40f",
        "signature": {
          "alg": "ed25519",
          "sig": "754bf684381eea84ad173a0c04a495fcb77ab4343883fa1e3584230b792960497b5a29b6a910db30a28c96ef8c7cfd78fe09fb6cfcbc3d6d0e43d86c7f22c701"
        }
      },
      "receipt_sha256": "2e25b233781ba669ba86fd064a6a1d783afba132a61cf2d12486f0351690a40f"
    },
    {
      "row": 56,
      "col": 7,
      "lat": 53.0,
      "lon": -165.0,
      "n_events": 26,
      "max_mag": 3.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.719,
      "b_trend": 0.0042,
      "ell_km": 29.5,
      "ell_trend": -5.38,
      "rate_acceleration": 1.71,
      "delta_aic_iet": 647.92,
      "S_over_Gamma": 13.176,
      "days_to_criticality": 2098.0,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.2378,
      "grad_tau_local": 0.4758,
      "depth_trend": -7.4,
      "spatial_concentration": 84.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.619,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "befd1f544675db6367ace0f4246a301d4b257b27e23ad0c225466ba56eb2fcba",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.619,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60c0f0333520ece6deb9cef791eced32aa9da9544cf906fbcf914e4a693ef59e",
        "signature": {
          "alg": "ed25519",
          "sig": "fed36318a862652473bd02a66a032c959d5b5e3d33b84f2a47e125935d14942ec469c1c1f54022734716499de96d08b0c9f96b7ecf4ec30064749cb6b2cece05"
        }
      },
      "receipt_sha256": "60c0f0333520ece6deb9cef791eced32aa9da9544cf906fbcf914e4a693ef59e"
    },
    {
      "row": 57,
      "col": 11,
      "lat": 55.0,
      "lon": -157.0,
      "n_events": 7,
      "max_mag": 3.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.787,
      "b_trend": 0.1583,
      "ell_km": 20.7,
      "ell_trend": 0.19,
      "rate_acceleration": 0.81,
      "delta_aic_iet": 753.45,
      "S_over_Gamma": 13.334,
      "days_to_criticality": 23.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.4072,
      "grad_tau_local": 1.1896,
      "depth_trend": -1.18,
      "spatial_concentration": 80.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6183,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ec6b56ee91f30c712808eb005792bd0482043a21d7d01cfc8d69bb1ce15a323e",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6183,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c418188918f805eda8b51aad1a117c966de2a283f5f3a7a8cc2f31e55d12a078",
        "signature": {
          "alg": "ed25519",
          "sig": "b4e84ece6d027fa7ca1f971f9d459f1e6a455ba6c74e2ef7d0b486e9ffc6570ab2621b0793adbd4a7868a6aa091cf6f780e03e85303d06f00f22549c37a95f04"
        }
      },
      "receipt_sha256": "c418188918f805eda8b51aad1a117c966de2a283f5f3a7a8cc2f31e55d12a078"
    },
    {
      "row": 61,
      "col": 15,
      "lat": 63.0,
      "lon": -149.0,
      "n_events": 11,
      "max_mag": 3.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.879,
      "b_trend": 0.0614,
      "ell_km": 95.0,
      "ell_trend": -1.39,
      "rate_acceleration": 1.03,
      "delta_aic_iet": 637.16,
      "S_over_Gamma": 12.72,
      "days_to_criticality": 2099.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.9219,
      "grad_tau_local": 1.6948,
      "depth_trend": 3.74,
      "spatial_concentration": 70.8,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6175,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "03bf2746c1e49613aba3b15498685a2dfc34772a98fee59d6aa3ff14f3996e80",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6175,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "372050894084c824c706850556e73e47575d21e099d88c83f4bc9e14936e5939",
        "signature": {
          "alg": "ed25519",
          "sig": "1f361e459c1f40d3d7c0a1fa7dc6c83f4054a3751507123c932c5cdc524d4568614971793caf0e1244b69264e35f728777a78a4075f265c70ada1f98d0fee409"
        }
      },
      "receipt_sha256": "372050894084c824c706850556e73e47575d21e099d88c83f4bc9e14936e5939"
    },
    {
      "row": 18,
      "col": 56,
      "lat": -23.0,
      "lon": -67.0,
      "n_events": 5,
      "max_mag": 5.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.521,
      "b_trend": 0.0625,
      "ell_km": 36.1,
      "ell_trend": 1.11,
      "rate_acceleration": 1.19,
      "delta_aic_iet": 269.74,
      "S_over_Gamma": 15.6,
      "days_to_criticality": 18.5,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.172,
      "grad_tau_local": 0.8857,
      "depth_trend": 2.61,
      "spatial_concentration": 41.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6161,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "119d2841c8dc62a5c3205a55267a0a2ded155a8fbd9e19bfde318a3125a276e0",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6161,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1df51e8466feb052577ee24ab99e84673bf1437758c51772378ca0dbeaacf46",
        "signature": {
          "alg": "ed25519",
          "sig": "13af2dbb6964dec5147a92c2b32f2da0c0d0453545832d637f3ecd00d65c6e8688ee21f4785a6fe093e2b61ae5d0e84e8970b9cb4e5c2b1c549883a540603e0c"
        }
      },
      "receipt_sha256": "b1df51e8466feb052577ee24ab99e84673bf1437758c51772378ca0dbeaacf46"
    },
    {
      "row": 59,
      "col": 13,
      "lat": 59.0,
      "lon": -153.0,
      "n_events": 15,
      "max_mag": 4.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.084,
      "b_trend": -0.162,
      "ell_km": 85.3,
      "ell_trend": 1.24,
      "rate_acceleration": 0.8,
      "delta_aic_iet": 609.0,
      "S_over_Gamma": 13.023,
      "days_to_criticality": 108.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.6517,
      "grad_tau_local": 0.2507,
      "depth_trend": 4.37,
      "spatial_concentration": 81.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6125,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "bf73fed9f79605477e0dd5b15d400db9ad5363cf6ddd1f6b99d03c6d61d98d58",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6125,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "716fa505d1c20609a117e280b30910f66baeefac20ca8edea162258d6912a63e",
        "signature": {
          "alg": "ed25519",
          "sig": "28baffa51e1d5869516dd05bf883577bacea726f8e7ebdd553cb46cc1574226cfd326f5b5c5445dbf56266179ffdefc209e85c1f8a41d85150386e688b8f1c0e"
        }
      },
      "receipt_sha256": "716fa505d1c20609a117e280b30910f66baeefac20ca8edea162258d6912a63e"
    },
    {
      "row": 13,
      "col": 0,
      "lat": -33.0,
      "lon": -179.0,
      "n_events": 8,
      "max_mag": 5.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.52,
      "b_trend": -0.029,
      "ell_km": 68.5,
      "ell_trend": -15.35,
      "rate_acceleration": 0.57,
      "delta_aic_iet": 244.8,
      "S_over_Gamma": 15.613,
      "days_to_criticality": 2098.9,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 0.7243,
      "depth_trend": -15.07,
      "spatial_concentration": 66.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6114,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "bcc3e3513ede547fcb6872473bdd82f1dfdc597c13a4586c8a065bcd0f67504f",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6114,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a70ad6ca3a8f32fd85ff75597b4227e81a709cc3e7ec62ec689fd61746f66463",
        "signature": {
          "alg": "ed25519",
          "sig": "c90768b169522cb45d09bf584fbb54c89451ec68b13aa72b85a6904e8db1815429f5f0512c0d4738b15dbfde0b659ade737af753509cd55aa1df4fe786322d0a"
        }
      },
      "receipt_sha256": "a70ad6ca3a8f32fd85ff75597b4227e81a709cc3e7ec62ec689fd61746f66463"
    },
    {
      "row": 0,
      "col": 77,
      "lat": -59.0,
      "lon": -25.0,
      "n_events": 5,
      "max_mag": 4.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.101,
      "b_trend": null,
      "ell_km": 68.4,
      "ell_trend": -0.65,
      "rate_acceleration": 1.05,
      "delta_aic_iet": 143.43,
      "S_over_Gamma": 16.003,
      "days_to_criticality": 2097.1,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 1.0461,
      "depth_trend": 11.08,
      "spatial_concentration": 63.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.609,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "a8fc0acd1fd561bd48eb56be328b51b190b1290aa13101f3ce6e3ba491f2ce91",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.609,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92e3eefaf757e76c32a5ca2633bea90a2b1827b5849557a96beb396abf8d49de",
        "signature": {
          "alg": "ed25519",
          "sig": "ed578431a0f018e1ff2ac65bd2259b250e690fe414d126bb34d763fb6eaa21f5c544fbf5f65878d8b2c6c11768d12a1eaf5c996414eca24d14b8c1b71fc48e02"
        }
      },
      "receipt_sha256": "92e3eefaf757e76c32a5ca2633bea90a2b1827b5849557a96beb396abf8d49de"
    },
    {
      "row": 19,
      "col": 55,
      "lat": -21.0,
      "lon": -69.0,
      "n_events": 5,
      "max_mag": 4.6,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.077,
      "b_trend": 0.0591,
      "ell_km": 65.3,
      "ell_trend": -2.05,
      "rate_acceleration": 1.18,
      "delta_aic_iet": 227.34,
      "S_over_Gamma": 15.613,
      "days_to_criticality": 19.8,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.6113,
      "grad_tau_local": 0.4657,
      "depth_trend": -7.28,
      "spatial_concentration": 83.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6082,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "dbd227c81834dfc1a29892e5e7c0314bc90ef8ab1897c50e8ed89332b82051e3",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6082,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b57b01bb0515b5e007852c9626580b8c503f8a5125bf6f394798a4516ff9eca3",
        "signature": {
          "alg": "ed25519",
          "sig": "6f684cdb8357e5731a04b2f6a694e52574a3c99dde7b288e723e7cd68c496ab0fa4ee1d9f7f86d9bc65b200e458316570793757734d695243e0d8a36f663e709"
        }
      },
      "receipt_sha256": "b57b01bb0515b5e007852c9626580b8c503f8a5125bf6f394798a4516ff9eca3"
    },
    {
      "row": 60,
      "col": 14,
      "lat": 61.0,
      "lon": -151.0,
      "n_events": 17,
      "max_mag": 3.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.845,
      "b_trend": -0.0684,
      "ell_km": 89.3,
      "ell_trend": 0.12,
      "rate_acceleration": 0.95,
      "delta_aic_iet": 800.12,
      "S_over_Gamma": 13.384,
      "days_to_criticality": 80.3,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.5747,
      "grad_tau_local": 0.421,
      "depth_trend": 0.5,
      "spatial_concentration": 68.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.6068,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "3b8629564b0c58c15d98d3f31710453121159152d31e5667ecb6b1256c064429",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.6068,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1b122b6b128492a7a2e1ea87d654b3a163b836f375e2f938c42358255bc9ca6",
        "signature": {
          "alg": "ed25519",
          "sig": "87dee5d5eb34661b4bf688ff016bdf8c8c6386e145955d34104ddfd3f298b4402f5d485fdc57727a245b10a1e7850c12f0b0d33d29dd6eef481febc1e0ef3f06"
        }
      },
      "receipt_sha256": "b1b122b6b128492a7a2e1ea87d654b3a163b836f375e2f938c42358255bc9ca6"
    },
    {
      "row": 36,
      "col": 43,
      "lat": 13.0,
      "lon": -93.0,
      "n_events": 13,
      "max_mag": 5.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.027,
      "b_trend": null,
      "ell_km": 44.0,
      "ell_trend": 1.83,
      "rate_acceleration": 4.36,
      "delta_aic_iet": 158.35,
      "S_over_Gamma": 15.673,
      "days_to_criticality": 92.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.9313,
      "grad_tau_local": 1.2293,
      "depth_trend": -11.18,
      "spatial_concentration": 68.3,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5994,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "83a459752d0efada24a93f47e518ae26872f392bce8703f0ade0a9e785509a22",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5994,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9aaacad41dc9310b46dd4147b7b14b222e6023740bea1f5252752717230ac7ad",
        "signature": {
          "alg": "ed25519",
          "sig": "5facf449b67fde47e4bd678b95c53cf70158bfd4b06de4f01adc2200368ba9dd96ba16220fc8a1ec9dce88d1a4b0d7a2e42fe9a2f6dbf97ac00f8734e8d70702"
        }
      },
      "receipt_sha256": "9aaacad41dc9310b46dd4147b7b14b222e6023740bea1f5252752717230ac7ad"
    },
    {
      "row": 58,
      "col": 11,
      "lat": 57.0,
      "lon": -157.0,
      "n_events": 8,
      "max_mag": 3.1,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.861,
      "b_trend": -0.0551,
      "ell_km": 109.4,
      "ell_trend": -9.37,
      "rate_acceleration": 1.01,
      "delta_aic_iet": 492.61,
      "S_over_Gamma": 12.925,
      "days_to_criticality": 2099.7,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.6432,
      "grad_tau_local": 0.5724,
      "depth_trend": -0.49,
      "spatial_concentration": 78.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5914,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "6c9b6a735f6f59b149f9ad9ae25c6e9cb78c200b82d2aa613548ccc940695a0b",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5914,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad1fb43b58345d802d69799a15e559be2a777cb03b59ef4e78add52164bd234e",
        "signature": {
          "alg": "ed25519",
          "sig": "7b7ad542a25a926fa957457770e1366b63a1065415c12dc6585c2a4a4936dc002066928f22a699d72262e6757d376b7e86108af0ffefb59c42574db83fbded0e"
        }
      },
      "receipt_sha256": "ad1fb43b58345d802d69799a15e559be2a777cb03b59ef4e78add52164bd234e"
    },
    {
      "row": 56,
      "col": 5,
      "lat": 53.0,
      "lon": -169.0,
      "n_events": 30,
      "max_mag": 3.7,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.652,
      "b_trend": 0.1107,
      "ell_km": 12.3,
      "ell_trend": -9.54,
      "rate_acceleration": 1.21,
      "delta_aic_iet": 889.14,
      "S_over_Gamma": 13.49,
      "days_to_criticality": 2098.0,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.6071,
      "grad_tau_local": 0.6208,
      "depth_trend": 2.41,
      "spatial_concentration": 77.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5908,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "bb71321927be470ef28ea8422c731c64a320409b47928473e5dd8c984a7271ac",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5908,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dd28459c9cb54b5159be26ec33f05f6f8ebec29e8b65ce202d8162b692bd7f7",
        "signature": {
          "alg": "ed25519",
          "sig": "787ca3969e31b61049d28f8601aeddc03697354ee031871edd55deb7769a13356da19eb14dd9c011341cf258df0881f7bc4f92e925e780d01b9b5e83bd6fc10b"
        }
      },
      "receipt_sha256": "1dd28459c9cb54b5159be26ec33f05f6f8ebec29e8b65ce202d8162b692bd7f7"
    },
    {
      "row": 39,
      "col": 12,
      "lat": 19.0,
      "lon": -155.0,
      "n_events": 17,
      "max_mag": 3.6,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.839,
      "b_trend": -0.0402,
      "ell_km": 5.1,
      "ell_trend": 0.38,
      "rate_acceleration": 1.47,
      "delta_aic_iet": 225.05,
      "S_over_Gamma": 13.471,
      "days_to_criticality": 111.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.3553,
      "grad_tau_local": 0.213,
      "depth_trend": -2.69,
      "spatial_concentration": 33.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5886,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ace7b2321f25a424de69b8274a2d89caacda72a4a8cc2b607726f7de1cb763be",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5886,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc2b40bc4ecd8ab43c90894545358ddde86f4f7a5d18d3066184b7bb35951446",
        "signature": {
          "alg": "ed25519",
          "sig": "8cbd7e83124e2f6b220e64854f1df9fb091a9a73fbe632a7dc0910d09f8bf42d332b4a5237ab3fb115991f7a3b30d095bcdbd6f5810ce1abb3bfadb32946b505"
        }
      },
      "receipt_sha256": "cc2b40bc4ecd8ab43c90894545358ddde86f4f7a5d18d3066184b7bb35951446"
    },
    {
      "row": 55,
      "col": 179,
      "lat": 51.0,
      "lon": 179.0,
      "n_events": 33,
      "max_mag": 4.1,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.537,
      "b_trend": -0.018,
      "ell_km": 12.2,
      "ell_trend": -9.13,
      "rate_acceleration": 2.38,
      "delta_aic_iet": 687.64,
      "S_over_Gamma": 13.717,
      "days_to_criticality": 2098.4,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 3.5808,
      "depth_trend": -8.95,
      "spatial_concentration": 105.4,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5844,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "92b36761e99ece971672cb42be580a26aac61d7aa5d55f0b58188201e0ff62b1",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5844,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc9a74ce48ce1b80d05d96165830a5d2e43516875dbc0dcbaf6ec5c529f67f51",
        "signature": {
          "alg": "ed25519",
          "sig": "9b67d193d7f7d454dbda501b2364fb5144dae78e14e0eec90932be76de67b5b6ff37adb3162b7cc9733278b7fbac2c5abc49c91319557c0014c52d4420f29e05"
        }
      },
      "receipt_sha256": "bc9a74ce48ce1b80d05d96165830a5d2e43516875dbc0dcbaf6ec5c529f67f51"
    },
    {
      "row": 58,
      "col": 12,
      "lat": 57.0,
      "lon": -155.0,
      "n_events": 9,
      "max_mag": 3.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.812,
      "b_trend": 0.0103,
      "ell_km": 126.5,
      "ell_trend": 13.2,
      "rate_acceleration": 0.85,
      "delta_aic_iet": 520.8,
      "S_over_Gamma": 13.264,
      "days_to_criticality": 58.1,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.9489,
      "grad_tau_local": 0.4388,
      "depth_trend": 1.61,
      "spatial_concentration": 75.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5792,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "31c044c469c1613163bf3e31f3380b2ab7d0e414662ae86b635a8408880dacca",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5792,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1e4b0f65ad869de86ca4017dd26e0e3cedf14382fead8ba527534bf5f73bceb8",
        "signature": {
          "alg": "ed25519",
          "sig": "fc255c4dfe011d0c01eca309dfe86223b68ff2b29866ccbbaaff84d1507b1620c3269c0b8accf63b39aedcbb8fe720adeca0413d046fd9a02129bf73b95e520d"
        }
      },
      "receipt_sha256": "1e4b0f65ad869de86ca4017dd26e0e3cedf14382fead8ba527534bf5f73bceb8"
    },
    {
      "row": 21,
      "col": 0,
      "lat": -17.0,
      "lon": -179.0,
      "n_events": 8,
      "max_mag": 4.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.665,
      "b_trend": 0.0416,
      "ell_km": 45.4,
      "ell_trend": -0.08,
      "rate_acceleration": 0.76,
      "delta_aic_iet": 213.13,
      "S_over_Gamma": 15.556,
      "days_to_criticality": 2099.5,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 2.256,
      "depth_trend": -24.67,
      "spatial_concentration": 82.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5743,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "860ba458fd4677180fb26343af8042ca7d50388f43dc18f90401946824b9d7ec",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5743,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31910f49c3163df97a1c0b3244cfbed38ffc067ac622493d6e258d2d98c00572",
        "signature": {
          "alg": "ed25519",
          "sig": "2dd21b690ca0c0ff9e44d180dbcc7d140bb3121bfdf54341a7965cc70c313872d037d7b81d4eb4aaf869293974a4def343f61859310e1e96a2aebff3fb50f105"
        }
      },
      "receipt_sha256": "31910f49c3163df97a1c0b3244cfbed38ffc067ac622493d6e258d2d98c00572"
    },
    {
      "row": 58,
      "col": 15,
      "lat": 57.0,
      "lon": -149.0,
      "n_events": 15,
      "max_mag": 3.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.849,
      "b_trend": 0.1394,
      "ell_km": 24.9,
      "ell_trend": 1.25,
      "rate_acceleration": 1.14,
      "delta_aic_iet": 298.14,
      "S_over_Gamma": 13.265,
      "days_to_criticality": 20.6,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.8899,
      "grad_tau_local": 1.2618,
      "depth_trend": -1.3,
      "spatial_concentration": 50.4,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5724,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "9f79b40229e63cd36b22abdf2bc22dd774dee7f13dc35601a0573f790eeec0fe",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5724,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5da58ebdbf2939ad8e4b396bdf81ab607a09a0f5989b7aaf8ee9a7bcbe6ae634",
        "signature": {
          "alg": "ed25519",
          "sig": "ca772ded24e4b9f69a4836131240d0dc5c0b18cb0ff773443968a8749a0e3bfb182c5a7464b1e498aa18e3d3eb9b81d35cf595973865ad59ab4bc74674527208"
        }
      },
      "receipt_sha256": "5da58ebdbf2939ad8e4b396bdf81ab607a09a0f5989b7aaf8ee9a7bcbe6ae634"
    },
    {
      "row": 59,
      "col": 12,
      "lat": 59.0,
      "lon": -155.0,
      "n_events": 5,
      "max_mag": 3.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.104,
      "b_trend": -0.2124,
      "ell_km": 78.4,
      "ell_trend": 0.79,
      "rate_acceleration": 0.79,
      "delta_aic_iet": 582.35,
      "S_over_Gamma": 12.546,
      "days_to_criticality": 79.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.6566,
      "grad_tau_local": 1.22,
      "depth_trend": 4.48,
      "spatial_concentration": 72.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5691,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "6d73ac3e6f31dbe107af7ebf0db8ae089173d1bd507565953cde67a827bfb52f",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5691,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1734865d88990e6e139c5ccd376fdbd1a0beb37df8bd97ec16682dbca244b2d",
        "signature": {
          "alg": "ed25519",
          "sig": "012f20b17a53645ea7d7a224410ef79394ce17bbbdd282ac2e8ec0918c4597a980b32f2486fed7f9520794da8c77b9b25e6f5806c222a78fb25d32ff799c6c09"
        }
      },
      "receipt_sha256": "c1734865d88990e6e139c5ccd376fdbd1a0beb37df8bd97ec16682dbca244b2d"
    },
    {
      "row": 19,
      "col": 174,
      "lat": -21.0,
      "lon": 169.0,
      "n_events": 16,
      "max_mag": 5.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.137,
      "b_trend": null,
      "ell_km": 87.3,
      "ell_trend": 2.12,
      "rate_acceleration": 1.66,
      "delta_aic_iet": 175.85,
      "S_over_Gamma": 15.439,
      "days_to_criticality": 23.8,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.2764,
      "grad_tau_local": 0.6844,
      "depth_trend": -24.18,
      "spatial_concentration": 72.3,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5629,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "8f9ad621b0f250ee4ce60e1f4bb04592c4762b4cabd8dd00d8dc6931b638d2f0",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5629,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f99cab71d30f161d060cce07a50ee5e3a62c2d48742d12b812631bd5cc85a168",
        "signature": {
          "alg": "ed25519",
          "sig": "84d15be95060e48ab9dd17aad8a333433b94b3f889fd17a46f04c8e11af2c1dacad8a53cf493c564117d38a781008ffe63f05802068f4e9c4b9a9e915c31fa0d"
        }
      },
      "receipt_sha256": "f99cab71d30f161d060cce07a50ee5e3a62c2d48742d12b812631bd5cc85a168"
    },
    {
      "row": 20,
      "col": 0,
      "lat": -19.0,
      "lon": -179.0,
      "n_events": 5,
      "max_mag": 5.8,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.8,
      "b_trend": -0.2682,
      "ell_km": 53.8,
      "ell_trend": 0.76,
      "rate_acceleration": 0.9,
      "delta_aic_iet": 364.27,
      "S_over_Gamma": 15.255,
      "days_to_criticality": 66.8,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 2.927,
      "depth_trend": -11.56,
      "spatial_concentration": 69.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5597,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "d946b84be1d84db49e439a100a3a2a293a88c0253265077c999565ca8e26e42a",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5597,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8d7a1e95ac167e5407a09daf78bde881ae9a28c983c1c92a13fb4b978215727",
        "signature": {
          "alg": "ed25519",
          "sig": "8db6b1866fe1284cd551026f7e9ebc99ae05d873028a864c9fab820983425cb4126ce2c8bf790e2cc88b8d1ffe980c52664663077e836897fa4b6c7bb8678107"
        }
      },
      "receipt_sha256": "d8d7a1e95ac167e5407a09daf78bde881ae9a28c983c1c92a13fb4b978215727"
    },
    {
      "row": 56,
      "col": 178,
      "lat": 53.0,
      "lon": 177.0,
      "n_events": 59,
      "max_mag": 4.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.498,
      "b_trend": 0.1827,
      "ell_km": 10.9,
      "ell_trend": -10.16,
      "rate_acceleration": 2.67,
      "delta_aic_iet": 339.64,
      "S_over_Gamma": 9.896,
      "days_to_criticality": 2098.1,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.2756,
      "grad_tau_local": 1.6528,
      "depth_trend": -10.68,
      "spatial_concentration": 108.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5529,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "25c514d9a0de79230eb834b25cab1c1b0fa05e8ebd2d6a4b74708f8d0d722b14",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5529,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d61183fdc42d72f891c22da7d63b5e51d040bd94386174afe7bbb5ca19b89a9",
        "signature": {
          "alg": "ed25519",
          "sig": "2c934a80b774c661b012683b03b06bc6889c2704707408a5668eaaf3b8a623f105d7319149745625e1cd0f2f807616f3480ffa88101c973087ec4085c6109805"
        }
      },
      "receipt_sha256": "0d61183fdc42d72f891c22da7d63b5e51d040bd94386174afe7bbb5ca19b89a9"
    },
    {
      "row": 44,
      "col": 142,
      "lat": 29.0,
      "lon": 105.0,
      "n_events": 8,
      "max_mag": 5.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": null,
      "b_trend": null,
      "ell_km": 9.9,
      "ell_trend": -3.67,
      "rate_acceleration": 1.9,
      "delta_aic_iet": 49.1,
      "S_over_Gamma": 13.556,
      "days_to_criticality": -0.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 1.2122,
      "grad_tau_local": 0.0618,
      "depth_trend": 2.77,
      "spatial_concentration": 72.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5507,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "d8f1ae3a95ecc06d5a0223028d88bdf2c762ff29ec9ff5bf63588a60fd4a4927",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5507,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c3afc406e9b532f9254120d406355bfd393513fa0cc778bd11c101296bbd566",
        "signature": {
          "alg": "ed25519",
          "sig": "3154446d930c8f8e1fa1a806c85a38e868e0098e2d75651195aedae8d557cba68e2766f54d3d6160a486428bcb6aae36e32a2bf514075997ffa7f9c3acb57d08"
        }
      },
      "receipt_sha256": "5c3afc406e9b532f9254120d406355bfd393513fa0cc778bd11c101296bbd566"
    },
    {
      "row": 49,
      "col": 30,
      "lat": 39.0,
      "lon": -119.0,
      "n_events": 8,
      "max_mag": 3.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.878,
      "b_trend": -0.0244,
      "ell_km": 2.6,
      "ell_trend": 0.43,
      "rate_acceleration": 0.82,
      "delta_aic_iet": 414.86,
      "S_over_Gamma": 13.242,
      "days_to_criticality": 19.0,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.583,
      "grad_tau_local": 0.5169,
      "depth_trend": -0.67,
      "spatial_concentration": 85.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5483,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "7b8a5485a5096876834926f0784557707f5322a4d16a6b1c5b6a4a1f15bb488b",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5483,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d495854a9763119cf1978caac8f805240644385acdf570a5115aaa8ed880b43",
        "signature": {
          "alg": "ed25519",
          "sig": "aab826eeda9f397b1217115ccd9f760b5da571bae82b8fc7401fb7b3187ad59d7422874be197bc530be7e1317cb3d88703237cf9a9ba304508f34df9b32b3209"
        }
      },
      "receipt_sha256": "5d495854a9763119cf1978caac8f805240644385acdf570a5115aaa8ed880b43"
    },
    {
      "row": 48,
      "col": 29,
      "lat": 37.0,
      "lon": -121.0,
      "n_events": 10,
      "max_mag": 3.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.994,
      "b_trend": 0.1364,
      "ell_km": 2.4,
      "ell_trend": 0.03,
      "rate_acceleration": 0.66,
      "delta_aic_iet": 424.07,
      "S_over_Gamma": 13.027,
      "days_to_criticality": 20.5,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.251,
      "grad_tau_local": 0.9484,
      "depth_trend": -0.04,
      "spatial_concentration": 78.8,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5381,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "2f2ddced1999fde96b245fc1096d74905437621399ea928a67e1e03e1e22b99b",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5381,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef2cf730856f87c8d935682efd9a572b3ab317727a90e1f157c730fcfc494f72",
        "signature": {
          "alg": "ed25519",
          "sig": "139e6c7cd7d4faf03b4fc7de86c1962cb7bb8b6dc68be23e63e802663106c05b028901411dd5c5a2ed068a1226520e4b8c9e0a93ce07ef4aa568108a601ecc0b"
        }
      },
      "receipt_sha256": "ef2cf730856f87c8d935682efd9a572b3ab317727a90e1f157c730fcfc494f72"
    },
    {
      "row": 58,
      "col": 13,
      "lat": 57.0,
      "lon": -153.0,
      "n_events": 11,
      "max_mag": 4.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.881,
      "b_trend": 0.0898,
      "ell_km": 78.8,
      "ell_trend": 3.05,
      "rate_acceleration": 0.91,
      "delta_aic_iet": 592.06,
      "S_over_Gamma": 13.323,
      "days_to_criticality": 259.1,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.9088,
      "grad_tau_local": 1.1644,
      "depth_trend": 0.63,
      "spatial_concentration": 71.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5346,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "54c603530822a6bf22d7db3de39fee68feb6ca2401e1287e55dc73ec0542a086",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5346,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0974ccd45eec2a4136cae67e79606e6e7b69ed00f6a67691bd67968345dfffe",
        "signature": {
          "alg": "ed25519",
          "sig": "0d1ad1ea5be81db80600c971b6134f6172bd64953a65d203d5f7da1b173f62edb2f2f1ba9c561475495c9ff7a476fe2fe58fb9d17bd5f0f4bdef86de2ee0e600"
        }
      },
      "receipt_sha256": "f0974ccd45eec2a4136cae67e79606e6e7b69ed00f6a67691bd67968345dfffe"
    },
    {
      "row": 18,
      "col": 175,
      "lat": -23.0,
      "lon": 171.0,
      "n_events": 20,
      "max_mag": 6.3,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.294,
      "b_trend": null,
      "ell_km": 68.9,
      "ell_trend": -6.75,
      "rate_acceleration": 1.52,
      "delta_aic_iet": 150.98,
      "S_over_Gamma": 15.804,
      "days_to_criticality": 17.4,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 2.9125,
      "grad_tau_local": 0.6311,
      "depth_trend": -3.23,
      "spatial_concentration": 65.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5346,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "54c603530822a6bf22d7db3de39fee68feb6ca2401e1287e55dc73ec0542a086",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5346,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0974ccd45eec2a4136cae67e79606e6e7b69ed00f6a67691bd67968345dfffe",
        "signature": {
          "alg": "ed25519",
          "sig": "0d1ad1ea5be81db80600c971b6134f6172bd64953a65d203d5f7da1b173f62edb2f2f1ba9c561475495c9ff7a476fe2fe58fb9d17bd5f0f4bdef86de2ee0e600"
        }
      },
      "receipt_sha256": "f0974ccd45eec2a4136cae67e79606e6e7b69ed00f6a67691bd67968345dfffe"
    },
    {
      "row": 19,
      "col": 0,
      "lat": -21.0,
      "lon": -179.0,
      "n_events": 11,
      "max_mag": 5.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.561,
      "b_trend": -0.3937,
      "ell_km": 65.0,
      "ell_trend": 0.57,
      "rate_acceleration": 1.0,
      "delta_aic_iet": 291.02,
      "S_over_Gamma": 15.19,
      "days_to_criticality": 141.6,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 0.0,
      "grad_tau_local": 2.6938,
      "depth_trend": -12.98,
      "spatial_concentration": 96.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5313,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "be3000c42a5dd4fb0492e6fd8bd5b4bb8ba872baa97cd3f5d07f85ebbfb3b57a",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5313,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "304549f432e560864f5f41b9144e07accc6634587443d5a16fb3fcb2308ae589",
        "signature": {
          "alg": "ed25519",
          "sig": "273ddc6907ebdb102dd6327573874a3f5fc83d6a785731a40ee31bf187f9ad30fead431be69e20826b20c8ecbcab06f3a1d5bd685b48804b9d3b5c084bef8201"
        }
      },
      "receipt_sha256": "304549f432e560864f5f41b9144e07accc6634587443d5a16fb3fcb2308ae589"
    },
    {
      "row": 55,
      "col": 178,
      "lat": 51.0,
      "lon": 177.0,
      "n_events": 69,
      "max_mag": 4.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.513,
      "b_trend": 0.069,
      "ell_km": 11.1,
      "ell_trend": -11.83,
      "rate_acceleration": 2.62,
      "delta_aic_iet": 448.19,
      "S_over_Gamma": 14.173,
      "days_to_criticality": 2098.3,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.5808,
      "grad_tau_local": 1.5892,
      "depth_trend": -8.67,
      "spatial_concentration": 127.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5301,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "2fd4a898b582050f12e583677b9e307e67e332239fc566ceb4f59a30be7e11ec",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5301,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0be95eb2173c6bc0ad2c9b64111de854e91457f1b2e169e8a5188220feda8a3c",
        "signature": {
          "alg": "ed25519",
          "sig": "8394bc4ef07d9cc7afa30ee4789638e8ed0234e5c9986eae8e462f6e6df967b6f6664bfd577c5288a4763b202cfb4c41c6795dcb91359bc4ffd3edb12478e50c"
        }
      },
      "receipt_sha256": "0be95eb2173c6bc0ad2c9b64111de854e91457f1b2e169e8a5188220feda8a3c"
    },
    {
      "row": 27,
      "col": 166,
      "lat": -5.0,
      "lon": 153.0,
      "n_events": 9,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.307,
      "b_trend": 0.0694,
      "ell_km": 107.6,
      "ell_trend": -10.87,
      "rate_acceleration": 1.21,
      "delta_aic_iet": 192.17,
      "S_over_Gamma": 15.883,
      "days_to_criticality": 2098.3,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.1883,
      "grad_tau_local": 0.6666,
      "depth_trend": 11.8,
      "spatial_concentration": 59.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5269,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "868e3b5c96b5942268aaed2d9806d698e0cfa292e0799092c99957e963f9c9ae",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5269,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06a3413784b20913956ace99cacae9d51481993bc21ed0c2cd584154b98f82de",
        "signature": {
          "alg": "ed25519",
          "sig": "35324f5f9e4b6e5c8b83957ec2a7a8c8493014ace81e54ab10a8448f4519b071089622ee85a6492a3ecd8abb3fe6ee7a22172ade7770b141b1b22af823d4e20e"
        }
      },
      "receipt_sha256": "06a3413784b20913956ace99cacae9d51481993bc21ed0c2cd584154b98f82de"
    },
    {
      "row": 50,
      "col": 27,
      "lat": 41.0,
      "lon": -125.0,
      "n_events": 8,
      "max_mag": 2.9,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.615,
      "b_trend": 0.0468,
      "ell_km": 10.6,
      "ell_trend": -0.71,
      "rate_acceleration": 1.11,
      "delta_aic_iet": 357.42,
      "S_over_Gamma": 13.333,
      "days_to_criticality": 2099.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.3564,
      "grad_tau_local": 0.6121,
      "depth_trend": 0.19,
      "spatial_concentration": 80.7,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5265,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ae0d19fcd8aea5eb86759e0e5ffdd53e3bd216e23a4ac79d62716ea8eeda12b1",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5265,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1101731590bf1f986266d4f88f581771a3a2e2788d21df978edf7c601ca4d056",
        "signature": {
          "alg": "ed25519",
          "sig": "e7a5c125fb5bcac0e6542b3e20f8ed84374df0d0305051f275f52350c73465302d8418161362fb17928bade4259afff7fb01ef56dacd58a85e0c79c530b48c0f"
        }
      },
      "receipt_sha256": "1101731590bf1f986266d4f88f581771a3a2e2788d21df978edf7c601ca4d056"
    },
    {
      "row": 49,
      "col": 28,
      "lat": 39.0,
      "lon": -123.0,
      "n_events": 16,
      "max_mag": 4.4,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.937,
      "b_trend": 0.0143,
      "ell_km": 3.4,
      "ell_trend": 0.02,
      "rate_acceleration": 0.9,
      "delta_aic_iet": 528.09,
      "S_over_Gamma": 13.523,
      "days_to_criticality": 19.7,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.6191,
      "grad_tau_local": 0.8293,
      "depth_trend": -0.1,
      "spatial_concentration": 72.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5233,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "2d91005682a9e0ecb07eca495e43202cfa31176d9cbdc38365b8b1de40052abb",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5233,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f7f93bbcada5a03c54577c61b2ef4a849817d181603e903b7c21e2c77aed177",
        "signature": {
          "alg": "ed25519",
          "sig": "d42c43971f750bf538d9bc8f752ff7488680164ef2a85b169bebc6da9254d6a4d0df3acb47c260a2b7682227fae246727dbdbdac7d950a3da4a1a55bc9084c04"
        }
      },
      "receipt_sha256": "8f7f93bbcada5a03c54577c61b2ef4a849817d181603e903b7c21e2c77aed177"
    },
    {
      "row": 32,
      "col": 152,
      "lat": 5.0,
      "lon": 125.0,
      "n_events": 52,
      "max_mag": 6.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.137,
      "b_trend": -0.063,
      "ell_km": 37.2,
      "ell_trend": -5.15,
      "rate_acceleration": 3.92,
      "delta_aic_iet": 330.66,
      "S_over_Gamma": 15.524,
      "days_to_criticality": 2097.7,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 10.1617,
      "grad_tau_local": 0.9211,
      "depth_trend": -28.52,
      "spatial_concentration": 87.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5208,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "4258aa5a12e3e245c11e1f833743ace7af1c5944f025adb25b58b0d742a72a3d",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5208,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "091bc479a789d9dd55b5d04a9950f692b6a810e697ee04b9ed7d96848caf2a68",
        "signature": {
          "alg": "ed25519",
          "sig": "f8d8e68513f6553b67577ea3741e60f1f44d98b1793044792146f2acba1e5f7a82e67d7d81cc0f6cf869754b675cc02c875f3bcea8ac0f88734e25deec508804"
        }
      },
      "receipt_sha256": "091bc479a789d9dd55b5d04a9950f692b6a810e697ee04b9ed7d96848caf2a68"
    },
    {
      "row": 50,
      "col": 35,
      "lat": 41.0,
      "lon": -109.0,
      "n_events": 6,
      "max_mag": 3.5,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.819,
      "b_trend": null,
      "ell_km": 2.6,
      "ell_trend": -0.23,
      "rate_acceleration": 1.34,
      "delta_aic_iet": 56.22,
      "S_over_Gamma": 13.902,
      "days_to_criticality": 19.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 4.6566,
      "grad_tau_local": 0.418,
      "depth_trend": -4.13,
      "spatial_concentration": 80.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5207,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ae241d1fc70116c0d6555dcfd84b8cf49390a6b8f280cd7dd33f5f7f80974272",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5207,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c68ff21e38fee2c4b4f75ad45811278e44a16f42b4b22f01a1132698d94f591",
        "signature": {
          "alg": "ed25519",
          "sig": "49492e4a2a61a6c6741bdd11fb0167a7bfd0db91d0b8e5cbc1c08a7e2590de67ff4c9e0e9cceffa463d7c1d1598e42323d102fff1473567af47aa6621459b206"
        }
      },
      "receipt_sha256": "4c68ff21e38fee2c4b4f75ad45811278e44a16f42b4b22f01a1132698d94f591"
    },
    {
      "row": 57,
      "col": 9,
      "lat": 55.0,
      "lon": -161.0,
      "n_events": 27,
      "max_mag": 3.2,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.765,
      "b_trend": 0.0867,
      "ell_km": 19.4,
      "ell_trend": -0.87,
      "rate_acceleration": 1.05,
      "delta_aic_iet": 882.0,
      "S_over_Gamma": 13.346,
      "days_to_criticality": 19.5,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.6773,
      "grad_tau_local": 0.3766,
      "depth_trend": -1.26,
      "spatial_concentration": 75.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5171,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "9198348da401ca77fc22ff0bb09ec5269eaf635a4add6eb760de3612f8f4a02d",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5171,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "452bee9ab681a87a9a6c82141068f2f6e8024fa48aea02576ae583516c4970aa",
        "signature": {
          "alg": "ed25519",
          "sig": "c43788bbec3b4aaf3788c898ba8fcc618873f7b28b16963e10f42db7db0d57a3a81dd027861bf33fbcb896a5eba0ebb9517d1b35ddf18ad0c888d4da667ab202"
        }
      },
      "receipt_sha256": "452bee9ab681a87a9a6c82141068f2f6e8024fa48aea02576ae583516c4970aa"
    },
    {
      "row": 20,
      "col": 1,
      "lat": -19.0,
      "lon": -177.0,
      "n_events": 5,
      "max_mag": 5.0,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 1.617,
      "b_trend": -0.3127,
      "ell_km": 51.6,
      "ell_trend": -0.74,
      "rate_acceleration": 0.86,
      "delta_aic_iet": 440.15,
      "S_over_Gamma": 15.504,
      "days_to_criticality": 2099.5,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 2.927,
      "grad_tau_local": 1.8874,
      "depth_trend": -51.62,
      "spatial_concentration": 70.7,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5104,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "27025b9b94f910bb26fe52bdc0deb3ad23cb6de366e4ce06aa3bd63f12c63b36",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5104,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8252f11f5478ad5be39285bfea39b0fce87e76cf18fbd9e2023003d41fba96b7",
        "signature": {
          "alg": "ed25519",
          "sig": "357f5e00c1f94a8a92170313ea343ed32e34576c8f08ef947f9b4cac038e96f0ec4d74d75caceee9e2da181f7e9ac6fbafe2abf48d8f76bb6aeb185db490080c"
        }
      },
      "receipt_sha256": "8252f11f5478ad5be39285bfea39b0fce87e76cf18fbd9e2023003d41fba96b7"
    },
    {
      "row": 56,
      "col": 9,
      "lat": 53.0,
      "lon": -161.0,
      "n_events": 5,
      "max_mag": 3.1,
      "probability": 0.0372,
      "risk_band": "critical",
      "scoring_tier": "tier1_ml",
      "b_value": 0.764,
      "b_trend": 0.0684,
      "ell_km": 20.2,
      "ell_trend": -0.57,
      "rate_acceleration": 1.03,
      "delta_aic_iet": 798.58,
      "S_over_Gamma": 13.677,
      "days_to_criticality": 19.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.207,
      "grad_tau_local": 1.8167,
      "depth_trend": -2.23,
      "spatial_concentration": 52.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.5063,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "590ccf9c37e7de1844c7d7f712cb4a815a2f7623ab02eb684b9b9d6be8690949",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.5063,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "59eebaf48ae172410eb1468e8e75f2a6e7652a6d74b58faf75905b4eb406f580",
        "signature": {
          "alg": "ed25519",
          "sig": "d647ccdb9191ad7e803be10a822fbe3a9550a999fda7ffc30e2339e40540db0e0acb229a9f3fc7de7360e7ea5c4251e02e9780f2498c73ad62d9cc918a596e04"
        }
      },
      "receipt_sha256": "59eebaf48ae172410eb1468e8e75f2a6e7652a6d74b58faf75905b4eb406f580"
    },
    {
      "row": 30,
      "col": 153,
      "lat": 1.0,
      "lon": 127.0,
      "n_events": 15,
      "max_mag": 6.2,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 1.329,
      "b_trend": -0.1335,
      "ell_km": 35.7,
      "ell_trend": -12.18,
      "rate_acceleration": 0.59,
      "delta_aic_iet": 570.55,
      "S_over_Gamma": 15.535,
      "days_to_criticality": 2092.1,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 10.2415,
      "grad_tau_local": 0.7965,
      "depth_trend": -10.79,
      "spatial_concentration": 76.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.499,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "3ece0ccf0adc5fc242c215b549f1d3d54e728402649fad9652a931497cb7b911",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.499,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eef8e735ae18b07f7f775152a743ea4d9297d382db2dc39f79ba5bdc0d9aaf6d",
        "signature": {
          "alg": "ed25519",
          "sig": "80176994f018b78cdf54856a838334157e2482d37f739b16adb920d939f8984ac65ea17934d0980c2f8a5dddd2f6435ef6e49c0c98afedc39f3ab46ef997ae07"
        }
      },
      "receipt_sha256": "eef8e735ae18b07f7f775152a743ea4d9297d382db2dc39f79ba5bdc0d9aaf6d"
    },
    {
      "row": 21,
      "col": 3,
      "lat": -17.0,
      "lon": -173.0,
      "n_events": 5,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 1.099,
      "b_trend": -0.0509,
      "ell_km": 79.6,
      "ell_trend": -10.4,
      "rate_acceleration": 0.72,
      "delta_aic_iet": 275.76,
      "S_over_Gamma": 15.968,
      "days_to_criticality": 2097.2,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 3.6175,
      "grad_tau_local": 0.5452,
      "depth_trend": -10.07,
      "spatial_concentration": 71.4,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4857,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "d078a7f0ae98f1c981b2d1779a878cfe8af9bc58ea6d35bb6d9e299c9824d867",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4857,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef298923d9da1d71e8e7f07c4b21c469eb5b268a2ba651b4092954076e36aecd",
        "signature": {
          "alg": "ed25519",
          "sig": "dbc98833343bdd247c7a2c12d492f35ae7629f7152d0ca0863878a9412536cf1f9442910b009a0a0686828871e2952b83b86e727e22bdcf2d59ae09c661cf400"
        }
      },
      "receipt_sha256": "ef298923d9da1d71e8e7f07c4b21c469eb5b268a2ba651b4092954076e36aecd"
    },
    {
      "row": 45,
      "col": 37,
      "lat": 31.0,
      "lon": -105.0,
      "n_events": 14,
      "max_mag": 3.3,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.978,
      "b_trend": -0.1787,
      "ell_km": 3.6,
      "ell_trend": -0.0,
      "rate_acceleration": 0.75,
      "delta_aic_iet": 383.44,
      "S_over_Gamma": 13.114,
      "days_to_criticality": 18.9,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.5472,
      "grad_tau_local": 0.7588,
      "depth_trend": 0.04,
      "spatial_concentration": 38.8,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4779,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "f171305a130b9666f44f12583f847e12f8232a41e92fa6fc5bb89e073c6569e9",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4779,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85e6829fd68673efcd029a2643c459c198349302e63dc73715048ac8114e3879",
        "signature": {
          "alg": "ed25519",
          "sig": "a8b8bdd630d3e8fea04bad6e0046aff4ddc6234ce6e1e9f139c9f8405c059b68c0bd4969b7d48e6424f1f957573f21ffda4307bb6c798b3831a763d3ceae3303"
        }
      },
      "receipt_sha256": "85e6829fd68673efcd029a2643c459c198349302e63dc73715048ac8114e3879"
    },
    {
      "row": 56,
      "col": 8,
      "lat": 53.0,
      "lon": -163.0,
      "n_events": 13,
      "max_mag": 3.1,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.745,
      "b_trend": 0.0548,
      "ell_km": 20.7,
      "ell_trend": -0.38,
      "rate_acceleration": 1.22,
      "delta_aic_iet": 925.78,
      "S_over_Gamma": 13.307,
      "days_to_criticality": 2098.4,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.7172,
      "grad_tau_local": 1.1923,
      "depth_trend": -2.68,
      "spatial_concentration": 70.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4714,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "f438c65d0fd9741b71bcc9e660b95f06c533b764a076d8e8a6fa03e78dbd1f48",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4714,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "58f63fd5cfde292dd142c546244e72191fd15dce6581193dc3e37027a6d0bebd",
        "signature": {
          "alg": "ed25519",
          "sig": "625f8da925da3c4a0e0114294440d9977a6b295f7b325cbbe7ddf6385d50290ce1f0316fa9dff0c180d7b3e03f0965238619b220aa395d8ae7faf75b9cc4fd04"
        }
      },
      "receipt_sha256": "58f63fd5cfde292dd142c546244e72191fd15dce6581193dc3e37027a6d0bebd"
    },
    {
      "row": 51,
      "col": 26,
      "lat": 43.0,
      "lon": -127.0,
      "n_events": 6,
      "max_mag": 4.6,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.494,
      "b_trend": 0.1128,
      "ell_km": 25.5,
      "ell_trend": 5.25,
      "rate_acceleration": 0.93,
      "delta_aic_iet": 198.35,
      "S_over_Gamma": 13.515,
      "days_to_criticality": 36.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 5.1044,
      "grad_tau_local": 0.958,
      "depth_trend": 0.57,
      "spatial_concentration": 82.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4579,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "1202a404f0f069dbb19bda2e591daaef47119f05131c1e31b25a2b395c8c90b0",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4579,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10f29f02a4c5e308c27a1a5c8dce9967dea18d5a477227c626fa8162f542a5f5",
        "signature": {
          "alg": "ed25519",
          "sig": "f02b2aae6e0f0978bf7854d6f162d60f35e02add5727ab5881931939c6c2aa9a10d75d468430f31093e20ee0548ab175336d04e3c899526cac50a8ed72b18a08"
        }
      },
      "receipt_sha256": "10f29f02a4c5e308c27a1a5c8dce9967dea18d5a477227c626fa8162f542a5f5"
    },
    {
      "row": 57,
      "col": 10,
      "lat": 55.0,
      "lon": -159.0,
      "n_events": 14,
      "max_mag": 3.7,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.765,
      "b_trend": 0.1063,
      "ell_km": 20.8,
      "ell_trend": 0.26,
      "rate_acceleration": 0.95,
      "delta_aic_iet": 795.39,
      "S_over_Gamma": 13.528,
      "days_to_criticality": 20.6,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.403,
      "grad_tau_local": 0.6859,
      "depth_trend": -3.99,
      "spatial_concentration": 92.9,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4574,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ea2b65b83e90ab1ebaad971ec24e38df769bc73d6aeb458be8cf3bea46f08708",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4574,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddc583a8888ee5cd6e9b2b5b18a0f20b09017c7bdedb0b5e345d3bb9caeb5c73",
        "signature": {
          "alg": "ed25519",
          "sig": "dca6332fda601eef7ec501fda4907422a8a38736faad9069f7c61be7867569ae7c31e283a108791fff4ff08010779d7b1cca18751bde041bd9e31d7372124202"
        }
      },
      "receipt_sha256": "ddc583a8888ee5cd6e9b2b5b18a0f20b09017c7bdedb0b5e345d3bb9caeb5c73"
    },
    {
      "row": 22,
      "col": 173,
      "lat": -15.0,
      "lon": 167.0,
      "n_events": 13,
      "max_mag": 6.0,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 1.165,
      "b_trend": null,
      "ell_km": 83.0,
      "ell_trend": -6.17,
      "rate_acceleration": 0.74,
      "delta_aic_iet": 180.47,
      "S_over_Gamma": 15.741,
      "days_to_criticality": 1793.2,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 4.5302,
      "grad_tau_local": 0.1096,
      "depth_trend": 3.1,
      "spatial_concentration": 87.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4559,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "b73064929b0942d8cfb98ffc6210a5d067a05879b18369f01f7e341de289d84b",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4559,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d7d6409b43865232fbf70b4e80d89114a911268373b5ddf1e36a2d9d7a5922f4",
        "signature": {
          "alg": "ed25519",
          "sig": "3a653e40abf9dc6d8257895793815136f70eec897b295201696d0238ec2c90c4d0120d121210e4fd3d045ab10577841c1ead142ed83065562f6e75b30b2c3608"
        }
      },
      "receipt_sha256": "d7d6409b43865232fbf70b4e80d89114a911268373b5ddf1e36a2d9d7a5922f4"
    },
    {
      "row": 57,
      "col": 8,
      "lat": 55.0,
      "lon": -163.0,
      "n_events": 24,
      "max_mag": 5.4,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.753,
      "b_trend": 0.0645,
      "ell_km": 20.7,
      "ell_trend": -0.49,
      "rate_acceleration": 1.12,
      "delta_aic_iet": 930.48,
      "S_over_Gamma": 13.071,
      "days_to_criticality": 19.8,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.8204,
      "grad_tau_local": 1.1672,
      "depth_trend": -1.93,
      "spatial_concentration": 61.4,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4517,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "681f3a3c7d3066ea0de6022456d21afae24be7af4c70bb952104eb7a5454d455",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4517,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e66efb55dee6104bca10c0b7fe3851a76f176bef0c2c84e64613448c17ef3c5",
        "signature": {
          "alg": "ed25519",
          "sig": "f6702f5037924ceb08a628a6cd536d5a5e47284a41345141b147c09022731de06c441033e9ea9f55a744e32f986c1b53df39f9b18cc94342ecdd6269cafa1709"
        }
      },
      "receipt_sha256": "3e66efb55dee6104bca10c0b7fe3851a76f176bef0c2c84e64613448c17ef3c5"
    },
    {
      "row": 54,
      "col": 167,
      "lat": 49.0,
      "lon": 155.0,
      "n_events": 5,
      "max_mag": 5.9,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 1.232,
      "b_trend": -0.0099,
      "ell_km": 79.5,
      "ell_trend": -4.3,
      "rate_acceleration": 0.36,
      "delta_aic_iet": 527.15,
      "S_over_Gamma": 15.547,
      "days_to_criticality": 1794.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": true,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 8.4236,
      "grad_tau_local": 1.5369,
      "depth_trend": 15.79,
      "spatial_concentration": 77.6,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4498,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "36ddbe67e0b328e246ce3ca09749af3a757a8967544d78bb2fc2733617e358fb",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4498,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e445d13029fc984c96409a14f8f8cf8acead424b9c07765de6b82406daef71e",
        "signature": {
          "alg": "ed25519",
          "sig": "f0e9f9a7cb31f14fcf88c2de582526430a1b4f582d11badf56e979c78a895cf863789fbbcf84cf39796a8c4cadfc712fbe55e811e20e34bf8ddd1a952f1a1209"
        }
      },
      "receipt_sha256": "5e445d13029fc984c96409a14f8f8cf8acead424b9c07765de6b82406daef71e"
    },
    {
      "row": 47,
      "col": 31,
      "lat": 35.0,
      "lon": -117.0,
      "n_events": 6,
      "max_mag": 4.3,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.895,
      "b_trend": -0.0869,
      "ell_km": 2.7,
      "ell_trend": -0.18,
      "rate_acceleration": 1.53,
      "delta_aic_iet": 448.93,
      "S_over_Gamma": 12.861,
      "days_to_criticality": 42.0,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.041,
      "grad_tau_local": 0.5064,
      "depth_trend": 0.55,
      "spatial_concentration": 77.8,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.4126,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "5357cef0ad0c9b8deb3cf409a25efa8e632a200a0ce758f3a362eb4d2ea5d323",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.4126,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71a11223a1a5a956dcbaf4da2eaeb259b5fae4ec7ca905b06544d0b7c8732f7f",
        "signature": {
          "alg": "ed25519",
          "sig": "acddf1df6965aa754580389ba1bebadea2a052eb125db11da8e2e05f1c1ffef0d98d64538aa56c3726cf9935f6d6f6450060c39661cf716f0e92d4c702b00e00"
        }
      },
      "receipt_sha256": "71a11223a1a5a956dcbaf4da2eaeb259b5fae4ec7ca905b06544d0b7c8732f7f"
    },
    {
      "row": 33,
      "col": 153,
      "lat": 7.0,
      "lon": 127.0,
      "n_events": 5,
      "max_mag": 5.3,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 1.092,
      "b_trend": 0.0791,
      "ell_km": 44.2,
      "ell_trend": 1.25,
      "rate_acceleration": 2.9,
      "delta_aic_iet": 401.05,
      "S_over_Gamma": 15.453,
      "days_to_criticality": 153.7,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": true,
        "loading_exceeds_healing": true
      },
      "tau_local": 9.0447,
      "grad_tau_local": 1.5308,
      "depth_trend": 0.68,
      "spatial_concentration": 55.5,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.3832,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "e307d61ef152ac507a6f7587c01c7b8eeedc255b627f601d971aad67d4911882",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.3832,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe56313c4b84a8ce0cff18d655b9fa922f3d71b6cba05ce05f768ed2347d036d",
        "signature": {
          "alg": "ed25519",
          "sig": "2f00bf9f29d796e29f86bebb82f5ac056a9bade4f5a088ff98f53d60ac41caf557b8b30a788b0f9b4874501251ba58437a1897a6162f10d8aaedbbff55864704"
        }
      },
      "receipt_sha256": "fe56313c4b84a8ce0cff18d655b9fa922f3d71b6cba05ce05f768ed2347d036d"
    },
    {
      "row": 60,
      "col": 19,
      "lat": 61.0,
      "lon": -141.0,
      "n_events": 5,
      "max_mag": 5.2,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.803,
      "b_trend": 0.1345,
      "ell_km": 9.9,
      "ell_trend": -0.08,
      "rate_acceleration": 0.17,
      "delta_aic_iet": -1434.1,
      "S_over_Gamma": 13.001,
      "days_to_criticality": 9.8,
      "conditions_met": 3,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": true,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.3546,
      "grad_tau_local": 1.1628,
      "depth_trend": 0.24,
      "spatial_concentration": 61.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.3779,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "47d9ce3ed883710c1d6312fc1ee4e5190a092fa62c25740fa251113ddc72166d",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.3779,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f14f33d51b841e987738f7ba1143b810f175de9c35ea67b2353cf92a92043aa2",
        "signature": {
          "alg": "ed25519",
          "sig": "ad9ab5c2e8e7a993a1008b67fbe9503b0e272c60cc15df167e0ac94333aa96b0c7343606d5102874e7ea6774c0c6abc24572763d01d799129d926efd041d9101"
        }
      },
      "receipt_sha256": "f14f33d51b841e987738f7ba1143b810f175de9c35ea67b2353cf92a92043aa2"
    },
    {
      "row": 48,
      "col": 31,
      "lat": 37.0,
      "lon": -117.0,
      "n_events": 6,
      "max_mag": 3.6,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.911,
      "b_trend": -0.084,
      "ell_km": 1.9,
      "ell_trend": -0.05,
      "rate_acceleration": 1.1,
      "delta_aic_iet": 339.61,
      "S_over_Gamma": 12.744,
      "days_to_criticality": -12.7,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.1265,
      "grad_tau_local": 0.4236,
      "depth_trend": -0.78,
      "spatial_concentration": 54.2,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.3703,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "96828f0ad6fe89fab590ba95862b322bed15bb6f88549063cfe5aa50ec996ac6",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.3703,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c67088b49b80bfdf5e76b36c3b71f8573f91bc1a1cd11d98f83f5a96cb1f7253",
        "signature": {
          "alg": "ed25519",
          "sig": "8f1d353ded8404dc077f3c7b463bf05aa6f8aaabbb67f81248b82e371aed7513a00d3e592ec59652af524d95116240be07c916eaca482b5ce25f7dbd0b125a05"
        }
      },
      "receipt_sha256": "c67088b49b80bfdf5e76b36c3b71f8573f91bc1a1cd11d98f83f5a96cb1f7253"
    },
    {
      "row": 46,
      "col": 32,
      "lat": 33.0,
      "lon": -115.0,
      "n_events": 12,
      "max_mag": 3.6,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.846,
      "b_trend": -0.0468,
      "ell_km": 3.0,
      "ell_trend": -0.07,
      "rate_acceleration": 1.38,
      "delta_aic_iet": 359.44,
      "S_over_Gamma": 13.285,
      "days_to_criticality": 25.9,
      "conditions_met": 2,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": true,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 6.1559,
      "grad_tau_local": 0.9713,
      "depth_trend": 0.75,
      "spatial_concentration": 60.1,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.3568,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "b786066873470e759398786671d2113922af0457cc8dcd782c930ddb365cc231",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.3568,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "133cec710dc448f68f9bf8ff4742ac6b792892b582fdff7006925ac6b27b219c",
        "signature": {
          "alg": "ed25519",
          "sig": "7be790bc89074b826ca3fadbc6dfc2f52241f1b388bfc27616b550fb1bd4d224b7d68c4f35a7a2fc48bb2cafdaf35ea2f9f0918b940b9023675b8010aff42c01"
        }
      },
      "receipt_sha256": "133cec710dc448f68f9bf8ff4742ac6b792892b582fdff7006925ac6b27b219c"
    },
    {
      "row": 55,
      "col": 169,
      "lat": 51.0,
      "lon": 159.0,
      "n_events": 8,
      "max_mag": 5.3,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 1.24,
      "b_trend": -0.0163,
      "ell_km": 73.4,
      "ell_trend": -6.85,
      "rate_acceleration": 0.17,
      "delta_aic_iet": 241.46,
      "S_over_Gamma": 15.509,
      "days_to_criticality": 2099.1,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 12.2269,
      "grad_tau_local": 0.6361,
      "depth_trend": 5.9,
      "spatial_concentration": 83.7,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.3506,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "8e517f2f9086fa2f77cac5b38934477bc64076b9e23e4372cd648a0115143768",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.3506,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "837f810f9b40b0ac892d303784957c09ce6850c82ceec74fd9e46a846cf2661e",
        "signature": {
          "alg": "ed25519",
          "sig": "ad0690144a3779efc67a50c0e02dce98804ac578303454c0dcbfa086180fde3deb7e6f318331637aa1128f879a23accb9e01d07d6b9045385392399dfc74650c"
        }
      },
      "receipt_sha256": "837f810f9b40b0ac892d303784957c09ce6850c82ceec74fd9e46a846cf2661e"
    },
    {
      "row": 50,
      "col": 161,
      "lat": 41.0,
      "lon": 143.0,
      "n_events": 13,
      "max_mag": 5.0,
      "probability": 0.0372,
      "risk_band": "very_high",
      "scoring_tier": "tier1_ml",
      "b_value": 0.933,
      "b_trend": 0.0815,
      "ell_km": 35.0,
      "ell_trend": 2.46,
      "rate_acceleration": 0.71,
      "delta_aic_iet": 433.13,
      "S_over_Gamma": 15.878,
      "days_to_criticality": 54.4,
      "conditions_met": 1,
      "singularity_detail": {
        "ell_elevated": false,
        "b_depressed": false,
        "iet_lorentzian": false,
        "rate_accelerating": false,
        "loading_exceeds_healing": true
      },
      "tau_local": 7.6876,
      "grad_tau_local": 0.9616,
      "depth_trend": 6.94,
      "spatial_concentration": 70.0,
      "model_version": "eq_coherence_v1_0",
      "raw_probability": 0.3076,
      "confidence_lo": 0.0372,
      "confidence_hi": 0.0372,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "eq_coherence_v1_0",
        "model_sha256": "a74a4835e4063628094cd3be066405c2362a34e40ce581b2e78c1e46e6254118",
        "input_sha256": "ed418db4a8151820559701f5e92e565bce308b8e32c5a3191ece4be74a5c6e8f",
        "issued_at": "2026-07-31T20:00:00Z",
        "raw_probability": 0.3076,
        "probability": 0.037215,
        "confidence_lo": 0.037183,
        "confidence_hi": 0.037216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f758fb1802bce053be00ae45eb1d36c6f1c2394a65ebc9801ab68def4c72b6ba",
        "signature": {
          "alg": "ed25519",
          "sig": "524bde00d61e2bd26490769541a08ec7f159d41ed6607c0d12cb3f26a62b4d9ee9ed9842f7e63c65dbd54c1f753f4e1add42f0dbfd62005b3ad7115711ca1004"
        }
      },
      "receipt_sha256": "f758fb1802bce053be00ae45eb1d36c6f1c2394a65ebc9801ab68def4c72b6ba"
    }
  ]
}
