{"id":"W1761417936","doi":"10.24908/pceea.v0i0.5890","title":"MEASURING THE INFLUENCE OF TEAM FUNCTIONING ON DESIGN PROJECT OUTCOMES","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Function (biology); Metric (unit); Dimension (graph theory); Project manager; Project management; Measure (data warehouse); Applied psychology; Social psychology; Computer science; Mathematics; Operations management; Engineering","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":[0.01945094,0.0006728407,0.0004925088,0.002058369,0.0007466307,0.00226446,0.0005761585,0.0004215666,0.001783277],"category_scores_gemma":[0.08654152,0.0002492957,0.0005837092,0.001194519,0.0009038424,0.001450642,0.002356839,0.0008052511,0.0003594319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009962986,"about_ca_system_score_gemma":0.001006909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048156,"about_ca_topic_score_gemma":0.002043613,"domain_scores_codex":[0.9771547,0.01154153,0.001894954,0.0009367796,0.007094447,0.001377527],"domain_scores_gemma":[0.8318365,0.08273268,0.04927091,0.007693199,0.0204989,0.007967772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003120771,0.0005553497,0.9122134,0.000116449,0.0001367638,0.00009601541,0.00252747,0.001026334,0.001246562,0.0002102221,0.0002925325,0.08126684],"study_design_scores_gemma":[0.000008135213,0.0008457085,0.994729,0.00003575519,0.0000305176,0.00007822092,0.00106626,0.0009937967,0.001232892,0.0002267321,0.0007302007,0.00002278504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940621,0.0001231197,0.003030756,0.00008070313,0.00002028063,0.00006142616,0.0000898025,0.00002583499,0.002505944],"genre_scores_gemma":[0.9974601,0.00006999879,0.001572351,0.00001969801,0.00002148474,0.0001097416,0.0001534616,0.00001505985,0.0005781235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01945094,"threshold_uncertainty_score":0.1028676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148011308241856,"score_gpt":0.2324509994617202,"score_spread":0.2009708863793016,"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."}}