{"id":"W1956251346","doi":"10.1109/icl.2015.7318115","title":"From the fundamentals to the Praxis: Constructing a different engineering education to make our world a less risky place","year":2015,"lang":"en","type":"article","venue":"","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Praxis; Set (abstract data type); Collateral; Psychological resilience; Engineering ethics; Collateral damage; Computer science; Risk analysis (engineering); Sociology; Political science; Engineering; Psychology; Business; Law; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00522016,0.0007191611,0.0003838028,0.001367511,0.005340342,0.01164471,0.001309895,0.003514657,0.005547665],"category_scores_gemma":[0.00554362,0.0003048053,0.0004727136,0.0005775542,0.02953512,0.01366935,0.009708674,0.009890991,0.001987857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003736657,"about_ca_system_score_gemma":0.007281618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278784,"about_ca_topic_score_gemma":0.003168678,"domain_scores_codex":[0.9952879,0.003000337,0.0001184185,0.0005014441,0.000667992,0.0004239227],"domain_scores_gemma":[0.9970306,0.0009720009,0.0002607039,0.0003105955,0.0003797799,0.001046413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002301494,0.0002103355,0.001166657,0.0002745871,0.000009111186,0.000318929,0.07904711,0.0003330142,0.001486999,0.8568116,0.01411515,0.04620349],"study_design_scores_gemma":[0.00002861533,0.0002496236,0.001827039,0.001124654,0.00001719874,0.0005587842,0.07145808,0.0008781659,0.001237345,0.3056255,0.6169235,0.00007145265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0918534,0.01101783,0.1297223,0.2923501,0.005093641,0.0003116969,0.00009058513,0.0005761663,0.4689843],"genre_scores_gemma":[0.8044505,0.006173043,0.09042726,0.02773309,0.000864159,0.0002783211,0.00008809127,0.0002848614,0.06970073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01164471,"threshold_uncertainty_score":0.0276072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258182433514614,"score_gpt":0.3811705946620199,"score_spread":0.2553523513105584,"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."}}