{"id":"W1806746678","doi":"10.24908/pceea.v0i0.5781","title":"AN EXPLORATION OF COMMUNICATION AND KNOWLEDGE APPLICATION IN MULTIDISCIPLINARY UNDERGRADUATE ENGINEERING CAPSTONE DESIGN TEAMS","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Capstone; Multidisciplinary approach; Capstone course; Teamwork; Multidisciplinary team; Computer science; Engineering education; Work (physics); Knowledge sharing; Knowledge management; Engineering management; Engineering; Sociology; Medicine","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":[0.00989477,0.0004821061,0.0003755209,0.002964737,0.005322111,0.007183732,0.001440892,0.001532448,0.00300636],"category_scores_gemma":[0.02331213,0.0004793064,0.0003493789,0.001595522,0.004582606,0.005147746,0.008176561,0.001786889,0.000221981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002613596,"about_ca_system_score_gemma":0.004490569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956258,"about_ca_topic_score_gemma":0.003623067,"domain_scores_codex":[0.9854673,0.01057576,0.0003014534,0.0006564649,0.001979685,0.001019284],"domain_scores_gemma":[0.9635428,0.03006314,0.002316343,0.001019671,0.001493166,0.00156491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000970142,0.0004297015,0.03069359,0.0002745399,0.00002324655,0.001198335,0.8919572,0.0003080674,0.002224022,0.005698049,0.0004621002,0.0666341],"study_design_scores_gemma":[0.00002786283,0.0003115435,0.04111064,0.0004197873,0.00002979514,0.001080557,0.9321685,0.002048927,0.001931792,0.006163411,0.01465605,0.00005109245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839257,0.0002601342,0.005289822,0.000723074,0.00001445566,0.00005754159,0.00001272177,0.00001751039,0.009699103],"genre_scores_gemma":[0.9968495,0.0001604349,0.001550104,0.00008724093,0.000006726971,0.00005166331,0.00001097613,0.000007596749,0.001275686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00989477,"threshold_uncertainty_score":0.05232918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428981872828496,"score_gpt":0.2631867957780498,"score_spread":0.2388969770497649,"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."}}