{"id":"W2119281731","doi":"10.1145/2480362.2480574","title":"OSDC","year":2013,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Software engineering; Software development process; Software development; Process (computing); Software; Software quality; Software bug; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001469147,0.0008909204,0.0006211714,0.002526027,0.001122981,0.003583207,0.001373118,0.001026546,0.336078],"category_scores_gemma":[0.004068988,0.0004009372,0.0004786822,0.002109101,0.0004409994,0.002465776,0.00243376,0.001168508,0.2808039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194151,"about_ca_system_score_gemma":0.00202302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726246,"about_ca_topic_score_gemma":0.002448561,"domain_scores_codex":[0.9986577,0.000154797,0.000135327,0.0002891831,0.0006072164,0.0001557096],"domain_scores_gemma":[0.9957742,0.0003443946,0.0002001818,0.001330732,0.001896184,0.000454348],"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":[0.0004530468,0.0001794783,0.003711179,0.0005161538,0.00002635651,0.0002926382,0.0003468291,0.001094502,0.006138668,0.03362351,0.4669219,0.4866957],"study_design_scores_gemma":[0.00003473603,0.00004990138,0.0009193259,0.00006472708,0.00000935705,0.0002178493,0.00006569147,0.0009709826,0.00212904,0.002301112,0.993223,0.00001437379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01565282,0.001430779,0.06615637,0.002394783,0.002972223,0.0007539393,0.03870494,0.04082915,0.8311049],"genre_scores_gemma":[0.08311303,0.001825788,0.04349089,0.001664158,0.0007777763,0.0005522694,0.08794517,0.008916004,0.7717149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6639221,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275341512536081,"score_gpt":0.2392432719720645,"score_spread":0.2264898568467037,"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."}}