{"id":"W2597850357","doi":"10.18260/1-2--5777","title":"The Engineering Science Praxis Sequence: Challenges And Opportunities When Integrating Sustainable Development Into The Engineering Design Classroom","year":2020,"lang":"en","type":"article","venue":"","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Praxis; Curriculum; Context (archaeology); Engineering ethics; Institution; Engineering education; Multiculturalism; Sociology; Sustainable development; Engineering; Political science; Pedagogy; Engineering management; Social science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02113467,0.0006612196,0.0008787555,0.001238057,0.005550649,0.01185661,0.002096126,0.003821163,0.004760278],"category_scores_gemma":[0.02332298,0.0005410193,0.0004955175,0.0009970232,0.009145247,0.01027743,0.01215912,0.01335157,0.001665435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005561411,"about_ca_system_score_gemma":0.03179212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103903,"about_ca_topic_score_gemma":0.009688074,"domain_scores_codex":[0.9881472,0.007222292,0.0003770877,0.0007935813,0.002557136,0.0009027314],"domain_scores_gemma":[0.9787902,0.009440982,0.001217701,0.001361448,0.003001298,0.006188347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001443612,0.002245408,0.009108193,0.001594452,0.00001954195,0.001042254,0.1980464,0.001856525,0.006933612,0.269747,0.05103169,0.4582305],"study_design_scores_gemma":[0.00009336082,0.0009984076,0.01202608,0.002763217,0.00001246586,0.001661427,0.2255929,0.004643999,0.002778183,0.2103083,0.5389888,0.0001328904],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2186986,0.008489762,0.2314736,0.321304,0.006521551,0.001534193,0.0001061257,0.001267714,0.2106045],"genre_scores_gemma":[0.6049405,0.009401212,0.2889565,0.03323434,0.001009659,0.00301324,0.0001911959,0.0004721583,0.05878109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02113467,"threshold_uncertainty_score":0.1117722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1984850660372267,"score_gpt":0.3579435435763564,"score_spread":0.1594584775391297,"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."}}