{"id":"W4412602677","doi":"10.1145/3749100","title":"<scp>AntiCopyPaster</scp> 3.0: Just-in-Time Clone Refactoring","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Code refactoring; Computer science; clone (Java method); Programming language; Software engineering; Software; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001182956,0.0002855664,0.0004361675,0.001012153,0.0001074639,0.00009671191,0.0009864313,0.0002428049,0.000006749161],"category_scores_gemma":[0.006484476,0.0003091421,0.00008598815,0.001109511,0.00004346595,0.0002411018,0.00008616516,0.0007410792,0.00002757245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112661,"about_ca_system_score_gemma":0.00007058733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003284052,"about_ca_topic_score_gemma":0.000001883075,"domain_scores_codex":[0.9979551,0.0001933816,0.0003336125,0.0006344862,0.0002374561,0.0006459297],"domain_scores_gemma":[0.9857742,0.01303035,0.0000315909,0.0009531646,0.00005980064,0.0001508865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00008184092,0.0007970349,0.03761145,0.001774995,0.0009519914,0.0004581956,0.00603908,0.4621337,0.03857775,0.007921044,0.001029198,0.4426237],"study_design_scores_gemma":[0.01090924,0.001924076,0.4939264,0.002954019,0.0003723862,0.0008330055,0.0004722126,0.1876682,0.2090936,0.006845247,0.08221122,0.002790431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1193861,0.0003833185,0.8780941,0.0001461618,0.0009701857,0.0001596359,0.000003698271,0.000839086,0.00001771771],"genre_scores_gemma":[0.1254881,0.000149815,0.8726858,0.0001232954,0.00004525789,0.00008811223,0.00000184622,0.00003899624,0.00137875],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.456315,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06483042430187017,"score_gpt":0.328490238395962,"score_spread":0.2636598140940918,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}