{"id":"W2395207450","doi":"","title":"Towards convenient management of software clone codes in practice: an integrated approach","year":2015,"lang":"en","type":"article","venue":"Computer Science and Software Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"clone (Java method); Software maintenance; Software development; Cloning (programming); Software engineering; Computer science; Software; Software system; Software evolution; Software construction; Programming language; 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":[0.003147811,0.0002596629,0.0003331667,0.0006706381,0.0000729802,0.00031342,0.001682703,0.00007683485,5.615838e-7],"category_scores_gemma":[0.001324699,0.0002498795,0.00003183406,0.002495257,0.0001988134,0.001958031,0.001062502,0.0003095889,0.000003142478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658765,"about_ca_system_score_gemma":0.0003550737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006443116,"about_ca_topic_score_gemma":6.25931e-7,"domain_scores_codex":[0.9969183,0.00005754822,0.0003746385,0.0007798016,0.001251479,0.0006182266],"domain_scores_gemma":[0.9976978,0.0003174189,0.00007319625,0.0008039132,0.0006666993,0.0004410314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004831854,0.001069408,0.02825201,0.0009396353,0.0001508045,0.0004954657,0.01068203,0.4237388,0.0002228414,0.01767361,0.0002599568,0.5164671],"study_design_scores_gemma":[0.0009029348,0.000343094,0.03068674,0.0002739378,0.00001227298,0.0001184747,0.0002319306,0.9652264,0.000764551,0.0001017082,0.0008011415,0.0005368404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1000277,0.0003481603,0.8984282,0.00004011729,0.0004121867,0.0002636931,0.000002220782,0.0004619065,0.000015826],"genre_scores_gemma":[0.3207818,0.00002519867,0.6790819,0.00003341496,0.00002914314,0.00002600332,0.000003118084,0.0000142655,0.000005231911],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5414876,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622532678153187,"score_gpt":0.2756197119736059,"score_spread":0.249394385192074,"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."}}