{"id":"W3002978823","doi":"10.24908/pceea.vi0.13811","title":"INSTILLING ENGINEERING STUDENTS WITH SOCIAL RESPONSIBILITY: TECHNOLOGICAL STEWARDSHIP","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stewardship (theology); Obligation; Mandate; Social responsibility; Engineering ethics; Engineering; Engineering education; Public relations; Engineering management; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005722495,0.0002428601,0.0002554982,0.0004105894,0.0001007702,0.0001142828,0.0004893044,0.0003277068,0.00003222665],"category_scores_gemma":[0.0004437323,0.0002154305,0.00008312752,0.000993441,0.00002557497,0.0002238204,0.00003617789,0.0005113503,0.00002393241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224419,"about_ca_system_score_gemma":0.0002980781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798267,"about_ca_topic_score_gemma":0.0002780657,"domain_scores_codex":[0.9983874,0.000004979996,0.0003279927,0.0002449612,0.0005748463,0.0004598451],"domain_scores_gemma":[0.9991909,0.00006045319,0.0001206294,0.00014386,0.0002813128,0.0002028558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005832103,0.0006282,0.7372448,0.008863618,0.001456077,0.000001395534,0.006567792,0.08836912,0.07761472,0.038204,0.03033137,0.01066057],"study_design_scores_gemma":[0.0009183196,0.00008946674,0.8740144,0.0009783382,0.0001520256,0.00001829982,0.0007493274,0.03239391,0.01064641,0.000223491,0.0784601,0.001355958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950022,0.00007840461,0.00006808355,0.001181043,0.001470284,0.000421113,0.00001408521,0.0004352221,0.001329624],"genre_scores_gemma":[0.9979849,0.000007068511,0.0009996278,0.00006110705,0.0001779967,0.00006966399,0.000008917807,0.00006135006,0.0006294104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367695,"threshold_uncertainty_score":0.8785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004327685125033725,"score_gpt":0.1899984969341696,"score_spread":0.1856708118091359,"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."}}