{"id":"W2157408109","doi":"10.1145/1370175.1370235","title":"MSR 2008 - 5th working conference on mining software repositories","year":2008,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Software; Software engineering; World Wide Web; Operating system","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":[0.01679195,0.001992432,0.003461559,0.01495546,0.001729685,0.008585766,0.00506225,0.002852862,0.03999013],"category_scores_gemma":[0.02747862,0.001207927,0.002505305,0.007421225,0.00132087,0.01235721,0.004690467,0.002768707,0.02671276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918408,"about_ca_system_score_gemma":0.007557173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941208,"about_ca_topic_score_gemma":0.00646079,"domain_scores_codex":[0.9929025,0.001898259,0.000942255,0.001053095,0.002709934,0.0004939326],"domain_scores_gemma":[0.9696796,0.008726645,0.001554191,0.007285386,0.010042,0.002712285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004967532,0.0003804714,0.005310931,0.001275561,0.0002330272,0.0001597539,0.0003525384,0.002726851,0.005607907,0.008833105,0.3662804,0.6083426],"study_design_scores_gemma":[0.0003085886,0.001282057,0.01350995,0.002444108,0.0005309406,0.001176391,0.001066238,0.05111745,0.0371029,0.04517226,0.8460314,0.000257923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0681199,0.0484211,0.5993264,0.05200668,0.01229405,0.004470867,0.06505577,0.06347109,0.08683409],"genre_scores_gemma":[0.09888361,0.02320937,0.5173231,0.003752506,0.004334098,0.001737216,0.193762,0.008011134,0.1489868],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03999013,"threshold_uncertainty_score":0.1337803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06864099992213862,"score_gpt":0.2745462009388109,"score_spread":0.2059052010166723,"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."}}