{"id":"W3162787548","doi":"10.4018/978-1-7998-7331-0.ch015","title":"Why a Virtual Co-Op?","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Athabasca University","funders":"","keywords":"Coaching; Work (physics); Service (business); Soft skills; Digital transformation; Engineering; Coronavirus disease 2019 (COVID-19); Engineering management; Knowledge management; Medical education; Psychology; Computer science; Business; Marketing; World Wide Web; Medicine; Mechanical engineering","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":[0.0008549026,0.0005606108,0.000314734,0.0006409914,0.004558294,0.008605498,0.001150841,0.003847894,0.05313232],"category_scores_gemma":[0.002397761,0.0003087349,0.0004277122,0.0005502596,0.003062862,0.01029021,0.005661081,0.004899244,0.01862906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304624,"about_ca_system_score_gemma":0.001981093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860015,"about_ca_topic_score_gemma":0.009970915,"domain_scores_codex":[0.9991898,0.0002396383,0.00002225334,0.00009550906,0.0002615143,0.0001911523],"domain_scores_gemma":[0.9989573,0.0002207746,0.00003518823,0.00008328065,0.0001370601,0.0005664235],"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":[0.00003857892,0.0001024183,0.0004845066,0.0001856649,0.000004612506,0.0007948162,0.002561733,0.0001240365,0.0004276474,0.1220501,0.7363371,0.1368889],"study_design_scores_gemma":[0.000006502844,0.0000259629,0.0002038453,0.0001647881,0.000002780931,0.001200408,0.002371887,0.0001262807,0.0001559623,0.007849208,0.9878821,0.00001023633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008156922,0.02168133,0.009277304,0.1225385,0.0186114,0.0000960718,0.0001207945,0.001064602,0.8184531],"genre_scores_gemma":[0.08445311,0.01373066,0.009617433,0.03569964,0.002388933,0.0001435335,0.0001832148,0.0006128684,0.8531706],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05313232,"threshold_uncertainty_score":0.1777453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679553704491786,"score_gpt":0.3178538311720891,"score_spread":0.2910582941271712,"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."}}