{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005331179,0.0005434609,0.0002572003,0.0006770255,0.004007773,0.004169013,0.001650078,0.00205606,0.09138291],"category_scores_gemma":[0.02070591,0.0002716856,0.0004873238,0.0004019453,0.001048572,0.004362774,0.006370654,0.00216168,0.01743013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057792,"about_ca_system_score_gemma":0.002159153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004296737,"about_ca_topic_score_gemma":0.001568948,"domain_scores_codex":[0.997134,0.001374871,0.0001107924,0.0002682939,0.0003380659,0.0007740166],"domain_scores_gemma":[0.9773632,0.007298426,0.002115275,0.0014963,0.001035119,0.01069165],"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":[0.001469328,0.0164124,0.03129217,0.0007290472,0.00003292091,0.002069567,0.04279549,0.001103553,0.00707427,0.02347202,0.153866,0.7196833],"study_design_scores_gemma":[0.0006633073,0.004415111,0.05172804,0.001210508,0.00005102908,0.001462621,0.07042104,0.003702492,0.006516696,0.05047136,0.8091739,0.0001839639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5061141,0.0005254924,0.04553254,0.03587633,0.003087579,0.002055928,0.0009481699,0.002951812,0.4029082],"genre_scores_gemma":[0.8778278,0.0004785174,0.03131875,0.003676982,0.0009628117,0.001456667,0.0006607559,0.000291502,0.08332632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09138291,"threshold_uncertainty_score":0.3057063,"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."}}