{
  "answer": "{\"acceptance_criteria\":[\"Output geometry contains zero self-intersecting faces.\",\"All resulting surfaces maintain consistent normal directionality.\"],\"forge_execution_allowed\":false,\"limitations\":[\"Cannot validate physical fit or material stress without external simulation tools.\",\"Does not account for manufacturing tolerances beyond geometric closure.\"],\"principles\":[\"Use explicit units, origins, axes and coordinate systems.\",\"Prefer constrained construction geometry for functional features.\",\"Maintain closed, valid solids for manufacturing.\"],\"repeatable_method_steps\":[\"Define the base object with a clear origin point and unit scale.\",\"Apply subtraction or union operations while preserving manifold topology.\",\"Verify output integrity by checking for non-manifold edges or inverted normals.\"],\"required_inputs\":[\"Base solid definition with coordinate system metadata\",\"Target feature shape and operation type (union/subtract)\"],\"round\":1,\"safe_knowledge_gate\":\"Theoretical understanding of topological validity in CAD modeling.\"}",
  "answer_repaired": false,
  "blender_used": false,
  "canonical_json_gate": true,
  "context_profile": "academy_round_specific_v5",
  "elapsed_seconds": 77.96,
  "exam_round": 1,
  "general_context_injected": false,
  "initial_raw_answer": "",
  "initial_raw_answer_sha256": "",
  "json_mode": true,
  "max_tokens": 420,
  "metadata_pruned": [],
  "mode": "academy_micro_exam",
  "model": "shire-mini-fast:qwen3.5-4b",
  "model_retry_count": 0,
  "model_retry_reason": "",
  "normalisation_method": "strict_json",
  "ok": true,
  "output_contract": "academy_round_json_v6",
  "prompt_characters": 854,
  "raw_answer": "{\n  \"round\": 1,\n  \"principles\": [\n    \"Use explicit units, origins, axes and coordinate systems.\",\n    \"Prefer constrained construction geometry for functional features.\",\n    \"Maintain closed, valid solids for manufacturing.\"\n  ],\n  \"repeatable_method_steps\": [\n    \"Define the base object with a clear origin point and unit scale.\",\n    \"Apply subtraction or union operations while preserving manifold topology.\",\n    \"Verify output integrity by checking for non-manifold edges or inverted normals.\"\n  ],\n  \"acceptance_criteria\": [\n    \"Output geometry contains zero self-intersecting faces.\",\n    \"All resulting surfaces maintain consistent normal directionality.\"\n  ],\n  \"required_inputs\": [\n    \"Base solid definition with coordinate system metadata\",\n    \"Target feature shape and operation type (union/subtract)\"\n  ],\n  \"safe_knowledge_gate\": \"Theoretical understanding of topological validity in CAD modeling.\",\n  \"limitations\": [\n    \"Cannot validate physical fit or material stress without external simulation tools.\",\n    \"Does not account for manufacturing tolerances beyond geometric closure.\"\n  ],\n  \"forge_execution_allowed\": false\n}",
  "raw_answer_sha256": "5c84a8e95219c92d43861272de229058f776a5a8b45037d237a2764253cfb90d",
  "route_reason": "round-specific Academy micro-exam route",
  "schema_name": "academy_round_1_json_v6",
  "structured_output_schema": true,
  "system_context_characters": 599
}