{"id":"W3175412443","doi":"10.1109/istas50296.2020.9462181","title":"Ethical Tech Pedagogy for Public Good: A Review of Educational Initiatives and Approaches","year":2020,"lang":"en","type":"review","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering ethics; Computer science; Business; Engineering","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":[0.02178917,0.0009856189,0.00223178,0.02177641,0.001431393,0.00484474,0.001570429,0.002555054,0.002607345],"category_scores_gemma":[0.0397035,0.0009378774,0.001395435,0.02162978,0.003742539,0.005928613,0.002941278,0.003330829,0.0007378634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00584677,"about_ca_system_score_gemma":0.02684598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007047242,"about_ca_topic_score_gemma":0.01664918,"domain_scores_codex":[0.9884559,0.005222494,0.002311591,0.0007459829,0.002951468,0.0003126207],"domain_scores_gemma":[0.9255897,0.06084135,0.003875218,0.001138451,0.007774758,0.0007804302],"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":[0.00003774865,0.00009495766,0.0005207535,0.1527752,0.0001927761,0.0001148624,0.002111457,0.000315148,0.0003308686,0.02249997,0.01404339,0.8069629],"study_design_scores_gemma":[0.00001712101,0.0001088604,0.00254122,0.3617279,0.0004498523,0.000419393,0.002746905,0.000113957,0.0003686353,0.00766738,0.6238,0.0000387864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000131112,0.9973223,0.0002650802,0.001161998,0.0001371319,0.00002128056,0.0000110035,0.000004952596,0.000945256],"genre_scores_gemma":[0.002219054,0.9963773,0.0006721221,0.0005086939,0.00006181974,0.00004871121,0.00001576654,0.000004508723,0.00009198632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02178917,"threshold_uncertainty_score":0.1152335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307422811402418,"score_gpt":0.3585656300007909,"score_spread":0.1278233488605491,"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."}}