{"id":"W3000967214","doi":"10.24908/pceea.vi0.13717","title":"AN ENGINEERING DESIGN PROJECT TO PROVIDE MULTI-DISCIPLINARY EXPERIENTIAL LEARNING","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Experiential learning; Project-based learning; Suite; Discipline; Engineering management; Energy consumption; Computer science; Architectural engineering; Engineering; Environmental science; Mathematics education; Electrical engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004693862,0.0002925228,0.0002537149,0.0006669037,0.0001220854,0.0001709334,0.0004683141,0.0002154653,0.00005369928],"category_scores_gemma":[0.0004913133,0.0003179664,0.00009619242,0.0008315205,0.000006995047,0.0004275086,0.00003012207,0.0004356707,0.00005491951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946338,"about_ca_system_score_gemma":0.0006050139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263536,"about_ca_topic_score_gemma":0.0005221014,"domain_scores_codex":[0.9984282,0.00001112705,0.0003792482,0.0003040732,0.0003364616,0.0005408442],"domain_scores_gemma":[0.9989051,0.00005517885,0.0001258915,0.0002023554,0.0003540524,0.0003574482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005954818,0.00009130248,0.02109632,0.0005915237,0.0001108187,1.487692e-7,0.009265195,0.878746,0.07259609,0.001044278,0.01570594,0.0007463805],"study_design_scores_gemma":[0.000687737,0.0001729418,0.08471114,0.0005680341,0.0000838721,0.00001570296,0.002484545,0.6932927,0.02980139,0.00001294987,0.1866004,0.001568518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839734,0.0001516289,0.003343445,0.000762472,0.00705431,0.002021066,0.00002169398,0.00103268,0.001639256],"genre_scores_gemma":[0.9849787,0.000006420456,0.01158468,0.00007398319,0.000296637,0.0002498995,0.00001689212,0.0001288667,0.002663931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854533,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404753901477138,"score_gpt":0.2567021303359845,"score_spread":0.2426545913212131,"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."}}