{
  "action_space": [
    "continue_operation",
    "inspect_machine",
    "schedule_maintenance",
    "replace_component",
    "shut_down_machine"
  ],
  "algorithm_family": "on_policy_actor_critic",
  "checkpoint_version": "layer3_prescriptor_v1",
  "claim_boundary": "Runtime-available simulator-trained policy service; external field validation remains out of scope.",
  "policy_source": "PPO",
  "role": "Track I primary",
  "seed": 20260516,
  "thresholds": {
    "inspect_anomaly": 0.3,
    "inspect_pending_risk": 0.28,
    "replace_anomaly": 0.6,
    "replace_anomaly_risk": 0.62,
    "replace_risk": 0.64,
    "schedule_pressure": 0.55,
    "shutdown_risk": 0.87
  },
  "training_source": "twinnable_agent.simulator deterministic stress scaffold"
}