{
  "phase": "4AJ",
  "name": "apl-timing-lab-v1",
  "human_authorization": "允许独立新模型分支测试动力学假设",
  "gpu_uuid": "GPU-79f3a85d-adce-7833-7003-6488140ca596",
  "neurons": 166700,
  "edges": 25582938,
  "raw_weight_sum": 124177617,
  "delays_steps": [0, 18],
  "dt_ms": 0.1,
  "apl": {"tau_ms": 20.0, "gain": 0.01, "normalization": 1.0},
  "fixtures": ["zero", "pn_pulse", "kc_ref_boundary", "two_sources", "arrival_collision", "natural_request", "apl_only", "high_fanin"],
  "fixture_repeats": 3,
  "calibration": {"split": "calibration", "odor_count": 6, "modes": ["physiological", "matched_energy"], "seeds": [51101,51102,51103,51104,51105], "duration_ms": 100.0, "median_scope": "original frozen 12-odor panel", "full_oracle_probes": ["cal-physiological-00-s51101", "cal-matched_energy-00-s51101"], "repeat_first_seed_each_odor": true},
  "gates": {"sparse_min_fraction": 0.03, "sparse_max_fraction": 0.09, "max_fraction_strict": 0.5, "min_fraction_strict": 0.0, "minimum_separable_odor_pairs": 3, "same_jaccard_gt_between": true, "between_euclidean_gt_within": true, "both_modes_required": true, "finite_required": true, "repeat_exact_required": true},
  "output_budget_bytes": 25769803776,
  "origin_audit_budget_bytes": 2147483648,
  "training": false,
  "heldout_dynamic_access": false,
  "candidate_generation": false,
  "hypothesis": "Only delay the entire generated graded-APL h by 18 exact steps; zero delay is a fresh replay of sealed AG control. Engineering scheduling parity, not measured MaleCNS physiology. No change to I/O, gain, state update, fast-APL zero mask, neuron coefficients, inputs or biological observation window.",
  "tail_contract": "pending tail is the next D queue slots, shape(D,4064); if T<D its initial zero prefix is not generated future output. Do not advance the brain or APL after the original window. Closed-loop h totals are not forced to match.",
  "selection_policy": "Both arms and all fixed CAL cases retained regardless of representation outcome. Stop later scientific execution on numerical/oracle/integrity failure. No scan, tuning, favorable seed or result selection."
}