{"id":"W2076344543","doi":"10.1111/j.1365-2923.2008.03246.x","title":"Faculty development: a ‘Field of Dreams’?","year":2008,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Faculty development; Professional development; Medical education; Psychology; Focus group; Perception; Personal development; Work (physics); Pedagogy; Medicine; Sociology","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":[0.04934144,0.0005701244,0.0008682784,0.001247554,0.01591537,0.01323208,0.002800421,0.005246919,0.008077022],"category_scores_gemma":[0.05506478,0.0008308673,0.0008485775,0.001905771,0.0283206,0.02970522,0.01049691,0.01310678,0.002398698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00595415,"about_ca_system_score_gemma":0.02398962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00632777,"about_ca_topic_score_gemma":0.008677187,"domain_scores_codex":[0.9600397,0.02911345,0.00142815,0.001567211,0.004122421,0.00372906],"domain_scores_gemma":[0.9209461,0.03034197,0.005568127,0.005174359,0.01203197,0.02593759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002334825,0.0004210315,0.01166028,0.003550264,0.00006581796,0.001610135,0.3123047,0.0002674906,0.001300795,0.1304034,0.2451705,0.2930121],"study_design_scores_gemma":[0.00005928742,0.0001648498,0.003783239,0.002612818,0.00001965503,0.002115701,0.5045878,0.0001853134,0.0003335578,0.07643019,0.4095785,0.0001290913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0288633,0.03334936,0.009245457,0.8930821,0.01050655,0.00008881836,0.00007352614,0.0002696835,0.02452119],"genre_scores_gemma":[0.8171006,0.02635937,0.01696978,0.117105,0.003583141,0.0004712605,0.0001479674,0.0002225252,0.01804014],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04934144,"threshold_uncertainty_score":0.2609456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237171336422913,"score_gpt":0.3729069735618968,"score_spread":0.3505352601976677,"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."}}