{"id":"W4390605451","doi":"10.1145/3632870","title":"Semantic Code Refactoring for Abstract Data Types","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Programming Languages","topic":"Software Engineering Research","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Science Foundation","keywords":"Code refactoring; Computer science; Programming language; Java; Code (set theory); Representation (politics); Equivalence (formal languages); Set (abstract data type); Theoretical computer science; Software","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005602782,0.001169059,0.0008070194,0.00203161,0.0008307247,0.001840371,0.003166097,0.001566059,0.002658136],"category_scores_gemma":[0.01803856,0.0008418979,0.002681711,0.001183568,0.002959042,0.003902124,0.003497758,0.003152843,0.0008301823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781097,"about_ca_system_score_gemma":0.003219776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003035879,"about_ca_topic_score_gemma":0.004248424,"domain_scores_codex":[0.9931841,0.001655924,0.0006189772,0.001079043,0.002998563,0.0004634007],"domain_scores_gemma":[0.9839734,0.006287704,0.001372855,0.006078336,0.002134846,0.0001528351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006060414,0.0003596706,0.01156808,0.00206611,0.0003475093,0.001425624,0.002977626,0.09489054,0.1048608,0.1429673,0.01118127,0.6267495],"study_design_scores_gemma":[0.0001732193,0.0003116155,0.002209815,0.0004641827,0.0003593729,0.001241181,0.0006194277,0.5051365,0.2807262,0.1274829,0.08108815,0.0001874362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0238596,0.0002142585,0.9617959,0.0002749012,0.00007355337,0.0001393809,0.0002595588,0.0119344,0.001448395],"genre_scores_gemma":[0.1710547,0.0002576951,0.8215848,0.0002921428,0.0000364873,0.000163929,0.001223346,0.003605424,0.001781536],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005602782,"threshold_uncertainty_score":0.02963066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658574870714718,"score_gpt":0.3466633917731691,"score_spread":0.2900776430660219,"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."}}