{"id":"W2886634376","doi":"10.24908/pceea.v0i0.10590","title":"OBACIS Phase II: Catalogs and Auto-Generated Course Information Sheets","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Accreditation; Workflow; Computer science; Process (computing); World Wide Web; Software; Data collection; Software engineering; Raw data; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02649999,0.0008801973,0.0008741824,0.005505117,0.001904617,0.006310354,0.003549796,0.001229457,0.02338356],"category_scores_gemma":[0.02679747,0.001183456,0.001193578,0.004271434,0.001395844,0.003698489,0.004715041,0.002423083,0.01103094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005214201,"about_ca_system_score_gemma":0.02070713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03189816,"about_ca_topic_score_gemma":0.01522412,"domain_scores_codex":[0.9889103,0.002556451,0.0006297539,0.001113326,0.005807034,0.0009831199],"domain_scores_gemma":[0.9745309,0.003838572,0.001111393,0.006315797,0.01168537,0.00251787],"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":[0.00315846,0.003810389,0.02858651,0.001652193,0.0001725007,0.0003514467,0.003257914,0.01849387,0.01592794,0.04863806,0.2619142,0.6140366],"study_design_scores_gemma":[0.001208799,0.001402975,0.02175205,0.0006677623,0.00007409883,0.000277496,0.001027793,0.02492413,0.02857479,0.006759766,0.9131767,0.0001537487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2243621,0.00214553,0.419565,0.005947868,0.002220459,0.0576873,0.09271015,0.08348203,0.1118795],"genre_scores_gemma":[0.1487463,0.0004840259,0.6646643,0.0008356023,0.0002592264,0.01259941,0.1296133,0.007896953,0.03490083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03189816,"threshold_uncertainty_score":0.140147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245100037143679,"score_gpt":0.2534053096351535,"score_spread":0.2461602095980098,"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."}}