{"id":"W4367154599","doi":"10.4236/ce.2023.144051","title":"Online Delivery of Discussion-Oriented Postsecondary Classes during Critical Health Scenarios, Educating Responsible Computer Scientists towards Improved Societal Trust in Artificial Intelligence","year":2023,"lang":"en","type":"article","venue":"Creative Education","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Empathy; Psychology; Social responsibility; Medical education; Online learning; Public relations; Computer science; Social psychology; Political science; World Wide Web; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007094441,0.0002155551,0.0003161546,0.0006737584,0.0003110968,0.0002225266,0.0005073327,0.0000706162,0.00002389822],"category_scores_gemma":[0.001049472,0.000192086,0.0001016588,0.002195002,0.0001970817,0.001270724,0.0004099103,0.0002988857,0.00001605238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006723046,"about_ca_system_score_gemma":0.006167483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005083153,"about_ca_topic_score_gemma":0.0002275608,"domain_scores_codex":[0.9974834,0.0002275704,0.0007274788,0.0006993573,0.0003596363,0.0005025151],"domain_scores_gemma":[0.9982422,0.0004881941,0.0002238085,0.0004347321,0.0004175995,0.000193456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002246344,0.004570661,0.0113957,0.001505197,0.0000508071,0.0000199478,0.05828879,0.0006107102,0.02894812,0.0517936,0.0009056061,0.8416862],"study_design_scores_gemma":[0.0003663033,0.0006959055,0.7577997,0.002091898,0.00001635049,0.00003185115,0.02310648,0.1801868,0.02533938,0.009319224,0.0002027765,0.0008433961],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436623,0.0001009649,0.04385977,0.00996436,0.001684075,0.0004100324,0.00003955246,0.0001536767,0.0001252828],"genre_scores_gemma":[0.9761878,0.00001237727,0.02292639,0.0003028292,0.000200007,0.00003075697,0.00008434776,0.00001728876,0.0002382102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8408428,"threshold_uncertainty_score":0.9994666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020036560611225,"score_gpt":0.3749189623260146,"score_spread":0.3347185967199023,"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."}}