paper_type.json (296B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes UDPO framework and validates it through experiments reporting quantitative improvements (25pp accuracy gains, Cohen's d > 0.8 statistical significance), with primary contribution being experimental findings rather than the framework itself." 4 }