{"id":"W2885641354","doi":"10.24908/pceea.v0i0.7362","title":"INTERNATIONALLY-EDUCATED ENGINEERS’ INSIGHTS INTO THE SOCIAL RESPONSIBILITIES EMBEDDED IN THE CANADIAN ENGINEERING PROFESSION","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Licensure; Conscience; Engineering ethics; Process (computing); Work (physics); Ethical code; Social work; Public relations; Sociology; Pedagogy; Political science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006923108,0.0006338269,0.0004630277,0.002323591,0.02060226,0.007890312,0.001282485,0.001325027,0.00309839],"category_scores_gemma":[0.008330951,0.0003440472,0.0002861215,0.002495079,0.01576175,0.002156778,0.006973685,0.003125255,0.0002016176],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03130489,"about_ca_system_score_gemma":0.0526002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9214947,"about_ca_topic_score_gemma":0.9656813,"domain_scores_codex":[0.9933777,0.002064884,0.00015983,0.0004275704,0.002020586,0.0019494],"domain_scores_gemma":[0.9919572,0.00318299,0.0006518967,0.0002075717,0.0020446,0.001955816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001029782,0.000008420815,0.005616833,0.00002199368,0.000002324278,0.0003340353,0.9864315,0.00004402423,0.0004914371,0.002494628,0.0004764622,0.004067982],"study_design_scores_gemma":[0.000001072326,0.000007685404,0.006115211,0.00003251209,0.000003295888,0.00008994719,0.9844348,0.00005412643,0.0001077747,0.0003911542,0.008744645,0.0000178334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680255,0.0004548992,0.00104927,0.003247577,0.00004929392,0.00002609906,0.00004562391,0.000009843123,0.02709189],"genre_scores_gemma":[0.9953098,0.0003028763,0.000243043,0.0003014304,0.000007380619,0.000007563468,0.00002291036,0.000007566809,0.003797465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9686951,"threshold_uncertainty_score":0.2271339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156046198055938,"score_gpt":0.3005864111917578,"score_spread":0.284981791386164,"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."}}