{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005856628,0.00008223825,0.00007524266,0.0001198466,0.00004942933,0.0001078295,0.0006626378,0.00004673641,0.0000447061],"category_scores_gemma":[0.000364833,0.00007210059,0.00003092751,0.000425964,0.00001725643,0.000925266,0.0002344709,0.0001455177,0.0001307482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007472927,"about_ca_system_score_gemma":0.00008375324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000504672,"about_ca_topic_score_gemma":6.038006e-7,"domain_scores_codex":[0.9987037,0.0000358154,0.0001065983,0.0001612097,0.0005431437,0.0004495],"domain_scores_gemma":[0.9988737,0.0002643885,0.00001249007,0.0005669783,0.0001035978,0.0001788302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000939491,0.000339741,0.8165172,0.0001997276,0.00004158652,0.00001105813,0.001635713,0.005176125,0.005662016,0.1230287,0.0061552,0.04122355],"study_design_scores_gemma":[0.0003613859,0.00008527339,0.6122912,0.00002317164,0.000002743529,0.000004406051,0.00001215306,0.2390132,0.1266442,0.0002781704,0.02093606,0.0003480595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1393784,0.00004057207,0.8577616,0.001031666,0.0003316819,0.00009545924,3.758804e-7,0.0005423217,0.000817944],"genre_scores_gemma":[0.9140877,0.000001712536,0.08501413,0.00006644348,0.0001154784,0.000008133273,0.000001629476,0.000009771846,0.0006949643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7747093,"threshold_uncertainty_score":0.2940177,"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."}}