{"id":"W3047144587","doi":"10.1007/978-3-030-46812-5_13","title":"Faculty and Staff Development","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Mentorship; Reputation; Scholarship; Quality (philosophy); Investment (military); Center (category theory); Engineering; Key (lock); Curriculum; Medical education; Engineering management; Public relations; Pedagogy; Engineering ethics; Business; Management; Political science; Sociology; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007711743,0.0005786523,0.0008741031,0.0003164693,0.0003302361,0.00003667318,0.00008548274,0.0006537974,0.0002688953],"category_scores_gemma":[0.00006665807,0.0006254276,0.0001264122,0.00009844617,0.00010615,0.00008763409,0.00008744157,0.000835473,0.000264964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007964179,"about_ca_system_score_gemma":0.001679398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004887121,"about_ca_topic_score_gemma":0.00001375438,"domain_scores_codex":[0.9969159,0.00005689313,0.001034037,0.0009148355,0.0007259535,0.000352316],"domain_scores_gemma":[0.9953617,0.0004890973,0.0005107062,0.0005018795,0.002387302,0.0007492693],"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":[0.004248333,0.0004963995,0.07535464,0.04798981,0.002130251,0.0004903927,0.04534979,0.04015211,0.0001229502,0.1278023,0.01716609,0.638697],"study_design_scores_gemma":[0.002760029,0.0008973171,0.08196133,0.002699058,0.0002630714,0.00005421046,0.001035003,0.02017905,0.00004254521,0.004653681,0.8840824,0.001372245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3100748,0.0742221,0.01141288,0.2596193,0.01639883,0.06376916,0.003760902,0.008543516,0.2521985],"genre_scores_gemma":[0.9623188,0.000111819,0.003096252,0.004946023,0.0009387117,0.00004683299,0.005870375,0.0002022014,0.022469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8669164,"threshold_uncertainty_score":0.9996197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578845705553053,"score_gpt":0.3951022625526754,"score_spread":0.2372176919973701,"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."}}