paper_type.json (274B)
1 { 2 "paper_type": "empirical", 3 "reason": "Develops and evaluates a simulation-guided LLM code generation pipeline, reporting quantitative results (9.2% improvement, model success rates) and qualitative findings (expert interviews) on autonomous driving code generation." 4 }