paper_type.json (314B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs experiments evaluating LLM vulnerability detection, reports quantitative results (67% accuracy, precision ~0.8), analyzes false positive patterns, and tests scaling effects—primary contribution is experimental findings, not a new benchmark or survey." 4 }