{"id":"W2769458607","doi":"10.1145/3143434.3143446","title":"COSMIC (ISO 19761) certification","year":2017,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Certification; Identification (biology); Scope (computer science); Computer science; Task (project management); Set (abstract data type); COSMIC cancer database; Medical education; Engineering; Medicine; Astronomy; Systems engineering; Management; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.00808417,0.001270468,0.0006658207,0.01588132,0.001721288,0.003107312,0.002300747,0.001994724,0.01776061],"category_scores_gemma":[0.0355826,0.000420494,0.0008125814,0.01074237,0.001861319,0.002327107,0.001840507,0.001034701,0.01608904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470077,"about_ca_system_score_gemma":0.01039205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03106716,"about_ca_topic_score_gemma":0.03833317,"domain_scores_codex":[0.9641185,0.003663193,0.001658538,0.00106547,0.02843018,0.001064117],"domain_scores_gemma":[0.9507665,0.003297265,0.002632548,0.003789538,0.03878793,0.000726179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003037469,0.000387995,0.02096664,0.001994018,0.00004730351,0.0005556688,0.001839926,0.003298126,0.01056236,0.06890086,0.5248542,0.3662893],"study_design_scores_gemma":[0.00002440281,0.0001613219,0.03518136,0.0007722617,0.00003032936,0.0004104714,0.0005727513,0.0009455796,0.00362639,0.005145555,0.9530429,0.00008672389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06805554,0.005225678,0.06912902,0.002992744,0.002160127,0.004262488,0.04453759,0.00941594,0.7942209],"genre_scores_gemma":[0.3842485,0.008336329,0.2010892,0.002290726,0.0006533033,0.004329256,0.1723875,0.006386703,0.2202784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03106716,"threshold_uncertainty_score":0.06177264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442701198491861,"score_gpt":0.3018988933687541,"score_spread":0.257628773519568,"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."}}