{"id":"W2886975639","doi":"10.24908/pceea.v0i0.9621","title":"BEHAVIOURAL DIFFERENCES OF HIGH AND LOW PERFORMING TEAMS: A MULTI-INSTITUTIONAL STUDY OF FIRST-YEAR ENGINEERING DESIGN TEAMS","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mindset; Psychology; Team effectiveness; Quality (philosophy); Applied psychology; Medical education; Engineering; Knowledge management; Computer science; 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":[0.00422616,0.0003256537,0.0004481656,0.001955613,0.001932824,0.00284992,0.0007186541,0.0006931723,0.002029773],"category_scores_gemma":[0.008855529,0.000421003,0.0004238179,0.0009346446,0.001378601,0.001006876,0.00217478,0.001272312,0.0006862381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009067761,"about_ca_system_score_gemma":0.0008501488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004720042,"about_ca_topic_score_gemma":0.006725844,"domain_scores_codex":[0.9972718,0.001165212,0.0002112215,0.0002530084,0.0005201584,0.0005785662],"domain_scores_gemma":[0.9902345,0.002258824,0.002455515,0.0004895832,0.002031104,0.002530532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002197752,0.00185986,0.9288331,0.000046205,0.00005100099,0.0002093429,0.05776109,0.00007551084,0.001737772,0.00008779934,0.0002276108,0.008890905],"study_design_scores_gemma":[0.00001436884,0.001211752,0.8943954,0.0000343693,0.0000137886,0.0002276759,0.1024366,0.0002279718,0.0005812973,0.00008675863,0.000742885,0.00002714646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997329,0.00001277819,0.00004989617,0.00001196485,0.000002294978,0.000006375366,0.000008808314,9.793766e-7,0.0001739434],"genre_scores_gemma":[0.9996665,0.00001257066,0.00007204777,0.0000190211,0.000002141417,0.00001166118,0.00002093221,0.000001879225,0.0001932509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004720042,"threshold_uncertainty_score":0.02235037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281066523963622,"score_gpt":0.211019611095609,"score_spread":0.1982089458559728,"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."}}