{"id":"W3177423894","doi":"10.24908/pceea.vi0.14952","title":"TEACHING TEAMWORK, ETHICS AND EQUITY, AND IMPACT ON SOCIETY AND THE ENVIRONMENT TO UNDERGRADUATE ENGINEERING STUDENTS: A REVIEW OF THE LITERATURE","year":2021,"lang":"en","type":"review","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Teamwork; Engineering ethics; Engineering education; Equity (law); Framing (construction); Perspective (graphical); Sociology; Graduate students; Pedagogy; Engineering; Political science; Psychology; Medical education; Engineering management; Computer science; Medicine; Civil 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":[0.005791558,0.0007400841,0.001899643,0.008909219,0.0008733444,0.003115542,0.0009565572,0.001423339,0.002104894],"category_scores_gemma":[0.01748233,0.0007696603,0.001087316,0.01296704,0.001307933,0.002442799,0.001571638,0.001354296,0.0003650446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003762685,"about_ca_system_score_gemma":0.01507031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02048824,"about_ca_topic_score_gemma":0.05055437,"domain_scores_codex":[0.9969332,0.001149751,0.0005925124,0.0003009099,0.0008976395,0.0001259581],"domain_scores_gemma":[0.980925,0.01457935,0.001594939,0.0002109008,0.002347917,0.0003419341],"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":[0.00005829598,0.0001072667,0.001278662,0.2186315,0.0004771873,0.00009392692,0.001766988,0.0001783625,0.0002226096,0.003445307,0.005499783,0.76824],"study_design_scores_gemma":[0.00005524939,0.0003279475,0.01722711,0.6156385,0.002586195,0.0007926082,0.005852774,0.0001597152,0.0004890595,0.002954803,0.3538394,0.00007665573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003481484,0.9988139,0.00005169758,0.0002501369,0.00004535261,0.00001350491,0.00001115382,0.000001444886,0.0004648012],"genre_scores_gemma":[0.003000275,0.9965981,0.000170912,0.0001208982,0.00002308675,0.00001977658,0.00001254639,0.000001007031,0.00005348535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02048824,"threshold_uncertainty_score":0.04073793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082553941064367,"score_gpt":0.2901839918996033,"score_spread":0.2793584524889596,"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."}}