{"id":"W7133018341","doi":"","title":"Best Practices for Integrating Virtual International Team Collaborations into Multidisciplinary Engineering Design Courses","year":2021,"lang":"en","type":"other","venue":"TSpace","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Multidisciplinary approach; Stakeholder; Best practice; Employability; Engineering education; Competence (human resources)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.05219243,0.001004754,0.0007608845,0.008344984,0.006655624,0.01612802,0.004343635,0.003241607,0.0049485],"category_scores_gemma":[0.07586614,0.001139005,0.00158369,0.005677785,0.003421483,0.01552865,0.01056869,0.004614169,0.002691974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006347171,"about_ca_system_score_gemma":0.02279064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322386,"about_ca_topic_score_gemma":0.01007997,"domain_scores_codex":[0.9409868,0.03821959,0.004366606,0.003359072,0.0107768,0.00229116],"domain_scores_gemma":[0.9087235,0.04029368,0.008940165,0.008927198,0.02317861,0.009936966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008097307,0.001596754,0.01368031,0.008001265,0.0001350403,0.0009500569,0.07284426,0.0007225309,0.003938342,0.02167899,0.02030194,0.8560696],"study_design_scores_gemma":[0.0001986842,0.0009305215,0.03736123,0.05686681,0.0004147437,0.001436134,0.201585,0.001972775,0.006079347,0.05496334,0.6378343,0.000357129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2071818,0.08649165,0.3091095,0.1521029,0.004604538,0.00793408,0.0002880887,0.00326739,0.2290201],"genre_scores_gemma":[0.5017345,0.03815997,0.4340209,0.008635704,0.0003865932,0.004688419,0.0003220213,0.0003513063,0.01170053],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05219243,"threshold_uncertainty_score":0.2760233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07332015593462891,"score_gpt":0.4088504407597202,"score_spread":0.3355302848250913,"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."}}