{"id":"W2061250489","doi":"10.1109/icsm.2012.6405292","title":"Search-based refactoring: Towards semantics preservation","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Qatar Foundation; National Science Foundation","keywords":"Code refactoring; Computer science; Semantics (computer science); Programming language; Sorting; Domain (mathematical analysis); Program transformation; 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":[0.002946404,0.001131412,0.000930963,0.001512447,0.0004994503,0.0006850613,0.00149783,0.001412735,0.001065226],"category_scores_gemma":[0.005949512,0.0005340865,0.0008687365,0.001194782,0.0009632127,0.001147218,0.00115494,0.001035689,0.0003646577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008718877,"about_ca_system_score_gemma":0.002371396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128538,"about_ca_topic_score_gemma":0.005682314,"domain_scores_codex":[0.9983808,0.000665107,0.00008506406,0.0002294457,0.0005240742,0.0001155476],"domain_scores_gemma":[0.9979341,0.0009466102,0.0003401724,0.0002916431,0.0004077208,0.00007988093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001821866,0.0003725257,0.003484847,0.0003204196,0.0001424391,0.000134306,0.000371205,0.6728374,0.02989884,0.008105549,0.001641561,0.2825087],"study_design_scores_gemma":[0.00006815403,0.0001914501,0.0009318017,0.00004849567,0.00007008456,0.0001130354,0.0000781413,0.9767618,0.01126922,0.008032883,0.002417699,0.00001717503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09348663,0.0005165649,0.9018677,0.0003845941,0.00002657589,0.0002316949,0.00007984284,0.001030282,0.002376061],"genre_scores_gemma":[0.3433813,0.000375321,0.6531201,0.0002121277,0.00001924534,0.0002330513,0.0002706816,0.0002912462,0.002096934],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004128538,"threshold_uncertainty_score":0.01558226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054119937565884,"score_gpt":0.3131959618328126,"score_spread":0.2426547624571538,"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."}}