{"id":"W2886060986","doi":"10.24908/pceea.v0i0.9414","title":"TEAMWORK FOR ENGINEERING STUDENTS: IMPROVING SKILLS THROUGH EXPERIENTIAL TEACHING MODULES","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Teamwork; Curriculum; Experiential learning; Medical education; Psychology; Computer science; Engineering; Mathematics education; Pedagogy; Medicine; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002828751,0.0008869903,0.0004061356,0.0008095896,0.0007070933,0.001881638,0.002125633,0.0007406556,0.009297808],"category_scores_gemma":[0.005803784,0.0002706473,0.000424931,0.0004034006,0.0004276702,0.0008848555,0.003318298,0.00125045,0.002346682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006047425,"about_ca_system_score_gemma":0.001618324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118127,"about_ca_topic_score_gemma":0.000691193,"domain_scores_codex":[0.9986552,0.0004727303,0.00005339474,0.0001580796,0.0003577215,0.0003028167],"domain_scores_gemma":[0.9958555,0.001021684,0.0003241094,0.0002949803,0.000499979,0.002003687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006562164,0.05114112,0.01243556,0.0006444536,0.00005641105,0.0003949852,0.005756856,0.002147886,0.01926189,0.001574775,0.01887383,0.8870561],"study_design_scores_gemma":[0.003261944,0.08438713,0.4150544,0.003202834,0.0005131788,0.004093184,0.02273998,0.03213169,0.1166135,0.03019947,0.2871893,0.000613433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536991,0.0003083746,0.02165999,0.001438406,0.0002931708,0.001326337,0.0001322722,0.0008816123,0.02026076],"genre_scores_gemma":[0.8911925,0.00058897,0.09050918,0.0008405482,0.0001775492,0.001166256,0.0003590587,0.00008917687,0.01507672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009297808,"threshold_uncertainty_score":0.03110433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003132360968481741,"score_gpt":0.2134321892995701,"score_spread":0.2102998283310884,"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."}}