{"id":"W3001122246","doi":"10.24908/pceea.vi0.13825","title":"DESIGN TEAM PERFORMANCE: A COMPARISON BETWEEN SELF-FORMED TEAMS AND TEAMS WITH DIVERSE COGNITIVE MODES","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Creativity; Cognition; Psychology; Diversity (politics); Capstone course; Cognitive style; Capstone; Qualitative property; Mathematics education; Applied psychology; Social psychology; Pedagogy; Computer science; Curriculum; Sociology","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":[0.004100973,0.0003235685,0.0003125935,0.00155318,0.0006605863,0.001630033,0.0005283197,0.0004130741,0.002085412],"category_scores_gemma":[0.0154679,0.0001733364,0.0004521981,0.0006261661,0.0008015312,0.0009295434,0.001703793,0.0003714554,0.0006393742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005944,"about_ca_system_score_gemma":0.000533117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122619,"about_ca_topic_score_gemma":0.00151825,"domain_scores_codex":[0.9959239,0.001381454,0.0005081098,0.000370915,0.001284577,0.000531041],"domain_scores_gemma":[0.9798295,0.005401279,0.004288104,0.0009187951,0.004426849,0.005135276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00247064,0.001540784,0.9160061,0.0001431852,0.0002737909,0.0003629259,0.01091997,0.001868986,0.003812281,0.000327958,0.0006250747,0.06164835],"study_design_scores_gemma":[0.0001304901,0.004672487,0.9821172,0.00002814451,0.00004772208,0.000272225,0.007865573,0.002615716,0.0009925469,0.0003309885,0.0008971991,0.00002962781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985812,0.00004007508,0.0003422468,0.0000195449,0.000007214956,0.00001211912,0.0000254612,0.000006437723,0.000965623],"genre_scores_gemma":[0.9993949,0.00001800976,0.0001667081,0.000006279389,0.00000488589,0.00001277801,0.00007867474,0.000004999552,0.0003127235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004100973,"threshold_uncertainty_score":0.02168828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808437926174541,"score_gpt":0.2098413217722785,"score_spread":0.2017569425105331,"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."}}