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Wave_compress_system
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{
  "stage": "C7-C2-R4",
  "qualified_for_scientific_freeze": false,
  "packet_branch_changed": false,
  "packet_bytes": 30,
  "R3_union_changed": false,
  "artifact_definition_changed": false,
  "ownership_definition": "fractional per-pixel energy ownership; fractions sum to one over canonical object slots",
  "synthetic_summary": {
    "label": "C7C2R4",
    "exist_threshold": 0.69,
    "component_energy_retention": 0.9958592579243759,
    "dominant_slot_share": 0.935747580571721,
    "second_slot_share": 0.05092607590802166,
    "false_split_rate": 0.10104166666666667,
    "mean_fragments": 1.240625,
    "largest_connected": 0.8487338368520194,
    "slot_purity": 0.9530460059794987,
    "count_MAE": 0.33125,
    "R3_structure_retention": 0.9999329652637243,
    "union_identity": 0.9999997643133004
  },
  "real_ATLAS_summary": {
    "sample_index": 499.5,
    "R3_mean_fragments": 7.394100000000001,
    "R4_mean_fragments": 3.2815,
    "fragment_reduction": 4.1126000000000005,
    "R3_largest_connected": 0.7801856156406286,
    "R4_largest_connected": 0.9752282027642832,
    "largest_connected_gain": 0.19504258712365463,
    "R3_object_count": 5.689,
    "R4_object_count": 1.031,
    "object_count_inflation": 0.0,
    "union_identity_error": 2.173781394958496e-07,
    "artifact_identity_error": 0.0,
    "uncertain_identity_error": 0.0
  },
  "real_NDBC_summary": {
    "sample_index": 47.5,
    "R3_consensus_retention": 0.9863003585487604,
    "R4_consensus_retention": 0.9863003585487604,
    "consensus_retention_ratio": 1.0,
    "union_identity_error": 2.1358331044514975e-07
  },
  "best_epoch": 3,
  "best_score": 0.11338601976110999,
  "runtime_hours": 1.116861765558611,
  "conditioner_retrained": false,
  "ldm_foundation_retrained": false,
  "gate_retrained": false,
  "gates": {
    "union_identity": {
      "value": 0.9999997643133004,
      "required": 0.999999,
      "pass": true
    },
    "component_energy_retention": {
      "value": 0.9958592579243759,
      "required": 0.95,
      "pass": true
    },
    "dominant_slot_share": {
      "value": 0.935747580571721,
      "required": 0.82,
      "pass": true
    },
    "second_slot_share": {
      "value": 0.05092607590802166,
      "maximum": 0.1,
      "pass": true
    },
    "false_split_rate": {
      "value": 0.10104166666666667,
      "maximum": 0.12,
      "pass": true
    },
    "mean_fragments": {
      "value": 1.240625,
      "maximum": 1.25,
      "pass": true
    },
    "largest_connected": {
      "value": 0.8487338368520194,
      "required": 0.92,
      "pass": false
    },
    "slot_purity": {
      "value": 0.9530460059794987,
      "required": 0.88,
      "pass": true
    },
    "count_MAE": {
      "value": 0.33125,
      "maximum": 0.4,
      "pass": true
    },
    "real_fragment_reduction": {
      "value": 4.1126000000000005,
      "required": 1.0,
      "pass": true
    },
    "real_largest_connected_gain": {
      "value": 0.19504258712365463,
      "required": 0.025,
      "pass": true
    },
    "real_object_count_inflation": {
      "value": 0.0,
      "maximum": 0.1,
      "pass": true
    },
    "artifact_identity": {
      "value": 0.0,
      "maximum": 1e-07,
      "pass": true
    },
    "uncertain_identity": {
      "value": 0.0,
      "maximum": 1e-07,
      "pass": true
    },
    "real_NDBC_consensus_ratio": {
      "value": 1.0,
      "required": 0.998,
      "pass": true
    },
    "NNSI_union_identity": {
      "value": 0.9999999403953552,
      "required": 0.998,
      "pass": true
    },
    "parent_frozen": {
      "value": true,
      "required": true,
      "pass": true
    },
    "R3_frozen": {
      "value": true,
      "required": true,
      "pass": true
    },
    "packet_unchanged": {
      "value": true,
      "required": true,
      "pass": true
    },
    "exact_30_bytes": {
      "value": true,
      "required": true,
      "pass": true
    },
    "CRC_valid": {
      "value": true,
      "required": true,
      "pass": true
    }
  },
  "next_if_pass": "Freeze the scientific CNN branch and rerun only the lightweight router-risk calibration before C7-C4.",
  "next_if_fail": "Run one targeted object-route or existence calibration correction; do not retrain the packet codec or LDM Foundation."
}