{"id":"W6987892496","doi":"","title":"Uncommon Places - Joseph Schwab and the Development of Competency-Based Medical Education","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Employee Performance and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Unintended consequences; Competence (human resources); Qualitative research; Curriculum development; Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315893,0.0001268933,0.000201856,0.0003085233,0.0006592853,0.0001060707,0.0006698885,0.0001147561,0.00003177231],"category_scores_gemma":[0.0001102654,0.0001087085,0.00005204375,0.0004986268,0.0005558608,0.000517175,0.0002474235,0.0002282962,0.00001430658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444563,"about_ca_system_score_gemma":0.00302153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005883686,"about_ca_topic_score_gemma":0.04672138,"domain_scores_codex":[0.9984594,0.000335934,0.0002348523,0.0002278369,0.0005088859,0.0002331054],"domain_scores_gemma":[0.9992234,0.0001747773,0.0001303362,0.000226501,0.0001246716,0.000120386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000121288,0.0001132852,0.9610432,0.00008685457,0.00005079114,0.000003245559,0.004027196,0.00000489871,0.000007534481,0.02799147,0.00000570159,0.006544475],"study_design_scores_gemma":[0.002923249,0.00004097413,0.9258805,0.0007874501,0.0001180403,5.450627e-7,0.009987368,0.000002494106,0.0005787091,0.001966892,0.05741898,0.0002948024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875905,0.0001557616,0.0004617402,0.004439953,0.0002640989,0.0003175845,0.000001176188,0.00005339886,0.006715811],"genre_scores_gemma":[0.9948525,0.0001072495,0.0002304124,0.0007878432,0.00003090372,0.000003429554,0.00000639654,0.000006013442,0.003975289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05741327,"threshold_uncertainty_score":0.9706734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928051016950215,"score_gpt":0.3418304172242245,"score_spread":0.2925499070547223,"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."}}