paper_type.json (284B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper conducts large-scale experiments analyzing 1M+ model traces and reports quantitative findings (6.31%, 1.79%, +8.41pp improvements) about reasoning shifts in language models, with primary contribution being experimental results." 4 }