{
  "schema": "JDPSP-AIPF-PROTOCOL-0.1",
  "required_locked_fields": [
    "task_set",
    "model_identifier",
    "prompt_bundle",
    "sampling_policy",
    "run_count",
    "scale_ontologies",
    "evaluators",
    "analysis_metrics",
    "reproducibility_tolerances"
  ],
  "scale_layers": {
    "surface": "complete generated output",
    "semantic": "semantic equivalence or similarity classes",
    "strategy": "declared reasoning/action strategy classes",
    "task": "task-level outcome classes",
    "success": "scalar/binary task success projection"
  },
  "recommended_experiments": [
    "temperature_sweep",
    "memory_reshaping",
    "prompt_or_intention_strength",
    "repeated_run_capability"
  ]
}