{"id":"W2793267278","doi":"10.1093/oso/9780199370818.003.0012","title":"Building on Past Experience","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Curriculum; Medical education; Medical school; Dual (grammatical number); Component (thermodynamics); Focus (optics); Sociology; Pedagogy; Engineering ethics; Medicine; Engineering; Art; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00319138,0.001005072,0.0006289228,0.002060628,0.007444362,0.01037588,0.002158075,0.002212165,0.05991456],"category_scores_gemma":[0.005393641,0.0003918723,0.000525545,0.001639368,0.008087313,0.0115926,0.008043637,0.005985826,0.02738515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004664841,"about_ca_system_score_gemma":0.002969585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003557255,"about_ca_topic_score_gemma":0.01169819,"domain_scores_codex":[0.9974964,0.0009163833,0.0000898943,0.0004494865,0.0007701981,0.0002776288],"domain_scores_gemma":[0.9978841,0.0006358462,0.00008362078,0.0003129042,0.0005016123,0.0005818482],"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":[0.00004663436,0.0002418149,0.001309335,0.0007198498,0.00001789509,0.00131848,0.06560845,0.0003679484,0.0005084405,0.2535973,0.4013079,0.2749559],"study_design_scores_gemma":[0.000001365978,0.00001369123,0.0001260861,0.0003033205,0.000002013282,0.0004600135,0.00501804,0.0000329297,0.00008123075,0.006047511,0.9879049,0.000008822455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01261763,0.03000474,0.01132789,0.0358949,0.007860487,0.0001230957,0.0002870992,0.0003910346,0.9014931],"genre_scores_gemma":[0.0860113,0.04290107,0.01114209,0.01543617,0.001657702,0.0001439567,0.0005583962,0.0006717112,0.8414776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05991456,"threshold_uncertainty_score":0.2004341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562266307825133,"score_gpt":0.2813925136968518,"score_spread":0.2557698506186005,"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."}}