{"id":"W2323471063","doi":"10.1002/j.1538-9235.2002.tb04442.x","title":"THE ROLE OF CASE PRESENTATIONS IN THE DEVELOPMENT OF PROFESSIONAL IDENTITY.","year":2002,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Convention; Professional development; Identity (music); Center (category theory); Medical education; Sociology; Psychology; Pedagogy; Library science; Medicine; Art; Social science; Computer science; Aesthetics; Chemistry","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":[0.04436677,0.0004479365,0.0003626428,0.002527247,0.009021149,0.008295657,0.002619828,0.007125776,0.02029206],"category_scores_gemma":[0.2189691,0.0006068416,0.0003254895,0.001294984,0.007174853,0.01143655,0.01045346,0.006485473,0.002412212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002962975,"about_ca_system_score_gemma":0.00725598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205068,"about_ca_topic_score_gemma":0.002996243,"domain_scores_codex":[0.9527702,0.04043213,0.001146061,0.0008467605,0.003179068,0.001625819],"domain_scores_gemma":[0.8889226,0.08263944,0.006644867,0.003354087,0.007908427,0.01053068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003799159,0.0007206243,0.005522498,0.000973545,0.00002020185,0.01408009,0.1133243,0.000335163,0.000710001,0.1036431,0.2433952,0.5168954],"study_design_scores_gemma":[0.0001660591,0.0004047211,0.006671177,0.006507747,0.00003573143,0.03532283,0.2633422,0.001439531,0.001761479,0.0970716,0.5871174,0.000159515],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1090848,0.04590536,0.01870014,0.3019595,0.01394675,0.001398367,0.0001312844,0.0005316365,0.5083421],"genre_scores_gemma":[0.9120327,0.01740861,0.02078217,0.008880082,0.002046629,0.001138273,0.00009217287,0.0001318503,0.03748748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04436677,"threshold_uncertainty_score":0.2346367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685653848426851,"score_gpt":0.3936753644007188,"score_spread":0.3568188259164503,"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."}}