{"id":"W4413222774","doi":"10.1007/978-3-031-86312-7_10","title":"Engaging Team Members","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; University of Manitoba","funders":"","keywords":"Psychology","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":[0.001731633,0.0009912003,0.0003479278,0.0005911238,0.003683286,0.005036386,0.001259399,0.002660201,0.1058188],"category_scores_gemma":[0.004376062,0.0004088674,0.0004702149,0.0004056786,0.001192734,0.004000466,0.007365623,0.004802229,0.05664099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335855,"about_ca_system_score_gemma":0.003165872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165086,"about_ca_topic_score_gemma":0.004282438,"domain_scores_codex":[0.9983393,0.0006912326,0.00004042234,0.0001730594,0.0004789382,0.000276999],"domain_scores_gemma":[0.9978016,0.0004561357,0.00008965661,0.0001676772,0.0003586011,0.001126227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002493798,0.000198556,0.000304833,0.0001326431,0.00000529311,0.0002682262,0.006971229,0.0003608822,0.0005826466,0.07056157,0.7424383,0.1781509],"study_design_scores_gemma":[0.000004263668,0.000029506,0.0001825305,0.0002173057,0.000002168685,0.0002860453,0.003095416,0.0001728113,0.0001260255,0.01045866,0.9854196,0.000005660851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001975479,0.001429799,0.01395999,0.009848453,0.005232013,0.0001335685,0.00003930753,0.0003766694,0.9670047],"genre_scores_gemma":[0.01175942,0.0008690608,0.004065512,0.004596378,0.0004283887,0.0001549504,0.00005482998,0.0001680029,0.9779034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1058188,"threshold_uncertainty_score":0.3539992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0387167959258816,"score_gpt":0.3515486629308481,"score_spread":0.3128318670049665,"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."}}