{
  "decision": "SHARED_SKELETON_NOT_CONFIRMED",
  "engine": "ABAD Adaptive ZD30 v2.9 Shared-Plus-Deviation Hierarchy",
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  "interpretation": "Structural hierarchy only; no language or decryption claim.",
  "lexical_mapping_statement": "No lexical mapping was performed.",
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    ]
  },
  "spec": {
    "alpha_grid": [
      0.25,
      0.5,
      1,
      2,
      4,
      8,
      16,
      32
    ],
    "deviation_model": "Each Currier final-glyph distribution is shrunk toward the shared prediction by tau.",
    "evaluation": "Nested five-fold held-out page prediction; shared and deviation hyperparameters selected without outer fold.",
    "forbidden": [
      "dictionary",
      "substitution",
      "semantics",
      "language score",
      "target leakage"
    ],
    "model_hash": "1d5181d94a998470de46907b0508759c5a3a9a70a98a300feff6230e9b8d112d",
    "null": "Reassign Currier labels at page level within token-count quintiles, preserving per-bin A/B page counts; rerun full nested selection.",
    "pass": "Shared gain positive in both streams and deviation increment positive with selection-aware p<.05 and above null 95th percentile.",
    "primary": "Combined held-out log-likelihood increment of deviation model over shared model, bits/token.",
    "replicates": 200,
    "shared_model": "Pooled final-glyph likelihood ratios applied to separately estimated A/B class base rates.",
    "spec_sha256": "a6c3e694dd55ebda7c64aff3c31d212bb9697cad79a22ffde703b10fb74f0487",
    "tau_grid": [
      1,
      4,
      16,
      64,
      256,
      1024
    ],
    "version": "2.9"
  },
  "terminal_hash": "97ead556f3e57422708e94022d37c7a88413cd5b691dde958452807e5324eeb8"
}