{"id":"W4361007115","doi":"10.5489/cuaj.8346","title":"Making Competence by Design work is a shared responsibility","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Competence (human resources); Psychology; Work (physics); Engineering ethics; Knowledge management; Social psychology; Computer science; Engineering; Mechanical engineering","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":[0.09815092,0.00141808,0.001501156,0.003398558,0.01335575,0.03032565,0.003889062,0.008946297,0.01393993],"category_scores_gemma":[0.1035084,0.00126394,0.001406171,0.001715273,0.04191906,0.01770914,0.02049411,0.01480075,0.005543076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114426,"about_ca_system_score_gemma":0.0678579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007322595,"about_ca_topic_score_gemma":0.009025682,"domain_scores_codex":[0.8195714,0.08814587,0.006517926,0.009763771,0.06654913,0.009451974],"domain_scores_gemma":[0.753324,0.08213475,0.01207752,0.04619984,0.06160042,0.04466346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005313247,0.0004726953,0.004327408,0.0006035815,0.0001988016,0.0003713568,0.06140934,0.002190566,0.002950674,0.5945417,0.102916,0.2299649],"study_design_scores_gemma":[0.00004724569,0.0001171865,0.002014803,0.001099468,0.0000565016,0.0003774045,0.02207634,0.001722419,0.001799689,0.4573708,0.5131506,0.0001676229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01456143,0.002996044,0.3719688,0.2247659,0.005098642,0.000581012,0.00007297776,0.001047348,0.3789078],"genre_scores_gemma":[0.576683,0.002645146,0.2687862,0.02438714,0.001602012,0.0007473632,0.0002314027,0.001165204,0.1237525],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09815092,"threshold_uncertainty_score":0.5190779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590638610303709,"score_gpt":0.3232889734999366,"score_spread":0.2673825873968995,"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."}}