{"id":"W4379598681","doi":"10.1097/ceh.0000000000000516","title":"Developing Faculty Developers: An Underexplored Realm in Professional Development","year":2023,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Professional development; Faculty development; Realm; Adaptation (eye); Process (computing); Engineering ethics; Knowledge management; Field (mathematics); Medical education; Best practice; Psychology; Pedagogy; Medicine; Engineering; Computer science; Political science","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":[0.04325524,0.0003648243,0.0007142915,0.002979239,0.007639907,0.0208909,0.002298883,0.004652963,0.005314937],"category_scores_gemma":[0.05982183,0.0006182271,0.0004249699,0.003367013,0.03341595,0.01995565,0.009939022,0.005276962,0.0008658873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009241509,"about_ca_system_score_gemma":0.02875421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838364,"about_ca_topic_score_gemma":0.01047583,"domain_scores_codex":[0.9567836,0.03132505,0.001622929,0.002648985,0.005665101,0.001954318],"domain_scores_gemma":[0.7573907,0.2035115,0.007821853,0.009615037,0.01385191,0.007808997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008428939,0.0004024642,0.02890946,0.003082768,0.00004445697,0.0006814824,0.2372624,0.0004168853,0.0009949175,0.1952635,0.01693484,0.5159225],"study_design_scores_gemma":[0.0000389594,0.0002674188,0.0185587,0.007129131,0.0000385438,0.001769036,0.4056171,0.00225374,0.001690731,0.1806712,0.3818222,0.0001433371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.249632,0.1223247,0.05117991,0.4671136,0.002147009,0.0003248705,0.0001406312,0.0003856314,0.1067517],"genre_scores_gemma":[0.9362397,0.0278734,0.01658628,0.01307644,0.000712082,0.0001896128,0.00003021637,0.0001149476,0.005177457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04325524,"threshold_uncertainty_score":0.2287583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403678875256653,"score_gpt":0.5273755295565641,"score_spread":0.2870076420308988,"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."}}