paper_type.json (303B)
1 { 2 "paper_type": "empirical", 3 "reason": "Conducts observational analysis of 33,596 real-world agent-authored GitHub PRs with quantitative findings (merge rates, statistical tests) and qualitative analysis of rejection patterns; primary contribution is empirical findings about agent failure modes." 4 }