{"id":"W2092358306","doi":"10.1145/2577554.2577559","title":"Genealogical insights into the facts and fictions of clone removal","year":2013,"lang":"en","type":"article","venue":"ACM SIGAPP Applied Computing Review","topic":"Software Engineering Research","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"clone (Java method); Software maintenance; Empirical research; Computer science; Software; Data science; Software system; Biology; Programming language; Genetics; Statistics; Gene; Mathematics","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":[0.009247331,0.0003642751,0.0005047575,0.008124717,0.00321356,0.003782621,0.001590908,0.001808284,0.003376038],"category_scores_gemma":[0.0759509,0.0005306312,0.0003041699,0.006088755,0.02460496,0.01639471,0.00251292,0.003393903,0.0004378137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329234,"about_ca_system_score_gemma":0.001916158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003611438,"about_ca_topic_score_gemma":0.004997682,"domain_scores_codex":[0.9938013,0.002282479,0.0003892102,0.001204503,0.0021142,0.000208332],"domain_scores_gemma":[0.8719127,0.1047196,0.01121136,0.005860195,0.005624347,0.0006719019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002168901,0.00009934283,0.06266125,0.001095582,0.0001057317,0.002171247,0.08849823,0.004179469,0.003611339,0.6099219,0.007611745,0.2198273],"study_design_scores_gemma":[0.00003413292,0.0002119617,0.06748318,0.001163446,0.0001052933,0.005298147,0.04410802,0.006643187,0.003570284,0.663466,0.2076695,0.0002467518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6036981,0.03049013,0.2034076,0.06184863,0.0007725584,0.0002000774,0.0009527453,0.0002788439,0.09835127],"genre_scores_gemma":[0.9547542,0.01255722,0.02379814,0.002882594,0.0004054502,0.0001150077,0.0002941421,0.0001234356,0.005069868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009247331,"threshold_uncertainty_score":0.04890513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485186437443276,"score_gpt":0.2718867053479899,"score_spread":0.2470348409735571,"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."}}