paper_type.json (324B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs large-scale experiments comparing LLM test generation against baselines (EvoSuite) and reports quantitative results (readability improvements, compilation rates, mutation scores, prompting strategy impacts), with primary contribution being experimental findings." 4 }