{"id":"W2137162916","doi":"10.24908/pceea.v0i0.4844","title":"THE INFLUENCE OF PERSONALITY TYPE ON TEAMWORK IN ENGINEERING EDUCATION","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Extraversion and introversion; Psychology; Personality; Preference; Teamwork; Personality type; Social psychology; Applied psychology; Big Five personality traits; Mathematics; Management","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":[0.001863575,0.0002026072,0.0002051837,0.000840062,0.0006032562,0.0009074088,0.0002077068,0.000225984,0.00198993],"category_scores_gemma":[0.008878007,0.0001220803,0.0004561995,0.000447332,0.0003473357,0.0002661648,0.0007007341,0.0004728975,0.000311998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422988,"about_ca_system_score_gemma":0.0004526473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989822,"about_ca_topic_score_gemma":0.004910205,"domain_scores_codex":[0.9981111,0.0008399572,0.0001296613,0.0001432736,0.0005058438,0.0002701036],"domain_scores_gemma":[0.988389,0.004217457,0.00298901,0.0005676362,0.001013704,0.002823199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009954543,0.0001243469,0.9876353,0.00001094177,0.00003382082,0.0000767766,0.00046073,0.00008856228,0.0003202554,0.00002666453,0.00005987032,0.01106318],"study_design_scores_gemma":[0.000001262823,0.0001186553,0.999246,0.000004439803,0.000003825444,0.00004806896,0.0003327232,0.0001043749,0.00003491309,0.00002309116,0.00008005837,0.000002628931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988545,0.00007805921,0.000139674,0.00002787813,0.00001030628,0.000007711613,0.00001847145,0.000001901677,0.0008614786],"genre_scores_gemma":[0.9995116,0.00003517902,0.0001001212,0.000008253475,0.000005227997,0.000003893753,0.00002186942,0.000001171201,0.0003127066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198993,"threshold_uncertainty_score":0.009855628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004905483764280839,"score_gpt":0.2038398030170996,"score_spread":0.1989343192528188,"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."}}