{"id":"W2130478878","doi":"10.24908/pceea.v0i0.4845","title":"FOSTERING TEAMWORK SKILLS USING COLLABORATION SOFTWARE IN ENGINEERING DESIGN 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":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Teamwork; Documentation; Knowledge management; Competence (human resources); Computer science; Engineering management; Engineering; Psychology; 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":[0.009636241,0.0004967161,0.0005881099,0.003556296,0.001756092,0.003859689,0.0008278997,0.0007258498,0.001024758],"category_scores_gemma":[0.02926941,0.0003422894,0.0004087536,0.002696896,0.001679329,0.002310967,0.004936505,0.001038311,0.0001969588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782908,"about_ca_system_score_gemma":0.003930642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484093,"about_ca_topic_score_gemma":0.002749623,"domain_scores_codex":[0.9817451,0.01207386,0.000990227,0.000571477,0.003987637,0.0006316762],"domain_scores_gemma":[0.9666626,0.02399982,0.002007426,0.001843894,0.003834042,0.001652333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002853615,0.002103481,0.04333842,0.001306634,0.00006082109,0.0003498117,0.05261379,0.00590555,0.01699691,0.01461953,0.001838523,0.8605812],"study_design_scores_gemma":[0.0009288888,0.02104311,0.3778398,0.006243885,0.0005755648,0.004637095,0.1297108,0.09391417,0.1349565,0.09261207,0.136699,0.0008391903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749631,0.000600112,0.1008319,0.0006253084,0.00003903974,0.0005492399,0.00003040577,0.0004529451,0.02190798],"genre_scores_gemma":[0.8766423,0.0003715307,0.1209539,0.00005673987,0.000008977696,0.0004187642,0.00004457868,0.00003751761,0.001465632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009636241,"threshold_uncertainty_score":0.05096191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009486918165602725,"score_gpt":0.2219325020691835,"score_spread":0.2124455839035808,"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."}}