{"id":"W2114941839","doi":"10.1080/01421590701754136","title":"Education scholarship: it's not just a question of ‘degree’","year":2008,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"University of Toronto","keywords":"Scholarship; Medical education; Focus group; Faculty development; Higher education; Psychology; Medicine; Professional development; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.022174,0.0001796261,0.0004988178,0.0009365728,0.002776952,0.003721028,0.0007872712,0.002791794,0.009144353],"category_scores_gemma":[0.07896601,0.0001302815,0.0002385583,0.00214822,0.006668439,0.007740661,0.003916961,0.003126376,0.001790228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887837,"about_ca_system_score_gemma":0.004318908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585817,"about_ca_topic_score_gemma":0.002502586,"domain_scores_codex":[0.9715472,0.02160523,0.00173127,0.0006635714,0.003493098,0.0009596386],"domain_scores_gemma":[0.9302624,0.0415834,0.006646675,0.00268273,0.008385673,0.01043904],"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":[0.0001735424,0.0002232987,0.051295,0.002708998,0.0000562506,0.0005418544,0.1358083,0.0001777581,0.001956091,0.06094661,0.3491625,0.3969499],"study_design_scores_gemma":[0.00003516255,0.0002993789,0.04439311,0.003537104,0.00002895196,0.002374077,0.1502562,0.0003035603,0.0008318134,0.03175006,0.7660794,0.0001112899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1269901,0.01632843,0.01146865,0.792011,0.01273764,0.0001813031,0.0004935418,0.0002399177,0.03954956],"genre_scores_gemma":[0.8967872,0.006114948,0.007298859,0.07422328,0.004477391,0.0002158609,0.0002953574,0.0001373204,0.01044973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.022174,"threshold_uncertainty_score":0.1172687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.084363602695883,"score_gpt":0.4001681732069833,"score_spread":0.3158045705111003,"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."}}