{
  "phase": "4AG",
  "name": "author-apl-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,
  "precision": "float64",
  "apl_precision": "float32",
  "apl": {"tau_ms": 20.0, "gain": 0.01, "normalization": 1.0},
  "hypothesis": "Author LIF plus unchanged legacy graded APL operator at end, after reset, unconditional KC g write. Mixed precision: h32 promoted to float64, then multiplied by float64 .001 SI, then subtracted. Not original author's APL model.",
  "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},
  "training": false,
  "heldout_dynamic_access": false,
  "candidate_generation": false,
  "output_budget_bytes": 16106127360,
  "scope": "Semantic compatibility and fixed old CAL only. Shared-APL-component closed-loop Brian oracle plus independent arithmetic audit; never claim all-component independent CPU equivalence or learning success. No parameter/input/site/window selection from results."
}