{"id":"W2039822794","doi":"10.1145/1767751.1767754","title":"Clone region descriptors","year":2010,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Software Engineering Research","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"clone (Java method); Computer science; Cloning (programming); Source code; Software maintenance; Software; Code refactoring; Code (set theory); Software system; Programming language; Biology; Genetics; Gene","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":[0.0007005509,0.0002083949,0.0002389386,0.0003960692,0.0001284492,0.00006049252,0.0007108529,0.0002194748,0.00001387593],"category_scores_gemma":[0.004254625,0.000211505,0.0000738512,0.0004423932,0.00005826716,0.0002229098,0.00003509184,0.0009089792,0.0000171623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002647325,"about_ca_system_score_gemma":0.00003841844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002688422,"about_ca_topic_score_gemma":0.000003838755,"domain_scores_codex":[0.9986498,0.00009517692,0.0001876009,0.0004689509,0.0001777606,0.0004207545],"domain_scores_gemma":[0.9944074,0.004293846,0.00002590871,0.0009967608,0.00006423669,0.0002118986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005890441,0.0002194262,0.00461727,0.0002072498,0.0002324237,0.0001869228,0.001882942,0.0256411,0.04102985,0.01423488,0.0004653839,0.9112236],"study_design_scores_gemma":[0.009528761,0.004255283,0.2581412,0.0005574943,0.0003547187,0.01231504,0.000257814,0.1187934,0.3510691,0.020439,0.2154189,0.008869229],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09008585,0.00008325452,0.9062918,0.0003131572,0.001998522,0.0001018543,0.000001599804,0.001120578,0.000003425738],"genre_scores_gemma":[0.2403497,0.00004264694,0.7592668,0.00006782907,0.00006449406,0.00004384235,7.692102e-7,0.00002700835,0.0001369067],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9023544,"threshold_uncertainty_score":0.8624924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08537287773891615,"score_gpt":0.3123188283960462,"score_spread":0.22694595065713,"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."}}