paper_type.json (248B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper empirically evaluates AI agents' performance on open-source projects by measuring quantitative outcomes (PR acceptance rates, review comments, commit message quality) across different models." 4 }