{"id":"W4306908180","doi":"10.5281/zenodo.7229977","title":"Ranking Code Clones to Support Maintenance Activities","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ranking (information retrieval); Code (set theory); Computer science; Information retrieval; Programming language; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004248642,0.001809863,0.001434457,0.004592405,0.001065281,0.002962764,0.001935698,0.001670365,0.01112395],"category_scores_gemma":[0.04656745,0.0007986755,0.001413773,0.002721141,0.0006894936,0.003407371,0.002100797,0.001647033,0.006014806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036691,"about_ca_system_score_gemma":0.002463086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003127149,"about_ca_topic_score_gemma":0.002957688,"domain_scores_codex":[0.9920127,0.001449035,0.0005318904,0.0008779931,0.004604325,0.0005240829],"domain_scores_gemma":[0.9557981,0.01097266,0.003151343,0.01420684,0.01438558,0.001485451],"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":[0.0009871895,0.000417975,0.01071479,0.0006600217,0.000118433,0.000485939,0.0005939377,0.0189704,0.08087017,0.01868797,0.05804719,0.809446],"study_design_scores_gemma":[0.0006386464,0.001800801,0.0150625,0.0006087924,0.0004878921,0.0022354,0.0008186129,0.4496785,0.2175727,0.05854845,0.2520608,0.0004868504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06734864,0.001184304,0.8282684,0.001324443,0.00112523,0.001464939,0.003269627,0.08066742,0.01534711],"genre_scores_gemma":[0.293603,0.0007703867,0.6617627,0.0004940038,0.0004236501,0.0007973802,0.01041543,0.01274502,0.01898841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01112395,"threshold_uncertainty_score":0.03721333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262415331491071,"score_gpt":0.2343776713304336,"score_spread":0.2117535180155228,"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."}}