{"id":"W2010312922","doi":"10.1145/2245276.2231970","title":"IDE-based real-time focused search for near-miss clones","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"clone (Java method); Computer science; Code (set theory); Software maintenance; Programming language; Software; Operating system; Software development; Software engineering; Biology; Gene; Genetics; Set (abstract data type)","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":[0.0009801222,0.0001324448,0.000151251,0.0001177161,0.0001312912,0.0002098125,0.0008812043,0.00007185113,0.0001077307],"category_scores_gemma":[0.0003111513,0.0001163545,0.00008162788,0.0004432611,0.00004382562,0.0004201958,0.0001880481,0.0001156295,0.0005061898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006604884,"about_ca_system_score_gemma":0.0001591249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080861,"about_ca_topic_score_gemma":0.000001112492,"domain_scores_codex":[0.9982593,0.00004888983,0.0001554707,0.0002846273,0.00045913,0.0007925863],"domain_scores_gemma":[0.9971245,0.001708661,0.00001690965,0.0007046893,0.0001470331,0.0002982261],"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":[0.0002986636,0.001742695,0.2920001,0.0009695391,0.0002910997,0.00005155724,0.004279263,0.01142053,0.08846628,0.1495029,0.1402931,0.3106844],"study_design_scores_gemma":[0.002405641,0.000480051,0.08712872,0.00004728389,0.00001068832,0.00001425807,0.00001291809,0.6934835,0.190534,0.0004585172,0.02448308,0.0009413256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09699365,0.00005813576,0.8993342,0.001043243,0.0002474174,0.000422667,0.000002988264,0.0009106733,0.0009870252],"genre_scores_gemma":[0.6189284,0.000002151476,0.3785683,0.0001096474,0.0001791578,0.00009282894,0.000004860639,0.00003282838,0.002081851],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.682063,"threshold_uncertainty_score":0.6506215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323594242992459,"score_gpt":0.2966529840571515,"score_spread":0.2642935597579056,"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."}}