{"id":"W1867721928","doi":"10.24908/pceea.v0i0.4831","title":"EXPERIENTIAL LEARNING IN LEADERSHIP DEVELOPMENT: SELECT PROGRAM AT MCMASTER UNIVERSITY","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Experiential learning; Presentation (obstetrics); Leadership development; Context (archaeology); Program Design Language; Medical education; Psychology; Pedagogy; Computer science; Political science; Public relations; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001052447,0.0004361701,0.0001504712,0.0006357463,0.00220374,0.00141206,0.0009983154,0.0004614662,0.04184728],"category_scores_gemma":[0.0009661783,0.0002063996,0.0001847118,0.0004317274,0.001271911,0.000543101,0.003677413,0.001018875,0.005213825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338698,"about_ca_system_score_gemma":0.01460839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365671,"about_ca_topic_score_gemma":0.1082905,"domain_scores_codex":[0.9992931,0.0001553732,0.00001287458,0.00004709929,0.000244957,0.0002466311],"domain_scores_gemma":[0.9965245,0.0001166536,0.00003954046,0.00008031419,0.0002526587,0.002986233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004870488,0.003021379,0.006523045,0.0002283036,0.000009104268,0.0005052031,0.005820714,0.0003764099,0.007838011,0.006172174,0.4939854,0.4750331],"study_design_scores_gemma":[0.0003186406,0.002060556,0.02915851,0.0001921657,0.00001486794,0.0006156806,0.009086809,0.0007258138,0.007371154,0.004142636,0.9462639,0.00004920921],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3599462,0.002186721,0.02139613,0.05081003,0.001236145,0.003209299,0.002824576,0.004803645,0.5535872],"genre_scores_gemma":[0.4481185,0.002977709,0.03661035,0.007536489,0.0004670804,0.00216602,0.001145072,0.0004152324,0.5005636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9863433,"threshold_uncertainty_score":0.1399931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123468135167311,"score_gpt":0.1945921896292638,"score_spread":0.1822453761125327,"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."}}