{"id":"W4412725992","doi":"10.1371/journal.pone.0329020","title":"Teaching postsecondary students about the ethics of artificial intelligence: A scoping review protocol","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland; Toronto Public Health; Public Health Ontario; Toronto Metropolitan University; University of Toronto; Queen's University; University of Calgary; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"PsycINFO; Curriculum; Scopus; Research ethics; Checklist; Higher education; Medical education; Psychology; MEDLINE; Engineering ethics; Computer science; Medicine; Pedagogy; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1272693,0.004325848,0.01154805,0.02173976,0.005192572,0.008184128,0.005790705,0.008661316,0.06458536],"category_scores_gemma":[0.1173731,0.005738666,0.009928855,0.01569492,0.005858933,0.009221438,0.006720926,0.007012679,0.01575455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644514,"about_ca_system_score_gemma":0.09532839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007526525,"about_ca_topic_score_gemma":0.01666535,"domain_scores_codex":[0.9510356,0.01937102,0.01749653,0.003581117,0.005809584,0.002706125],"domain_scores_gemma":[0.9119556,0.03294738,0.01116781,0.008369029,0.03155872,0.004001526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009359746,0.001456874,0.002382789,0.7252106,0.001641359,0.002645034,0.01732528,0.002649204,0.003241681,0.01597169,0.08927235,0.1288434],"study_design_scores_gemma":[0.01519849,0.002396351,0.009358434,0.5231343,0.002835754,0.0009771215,0.01550893,0.001836283,0.003330848,0.01664171,0.4081349,0.0006469324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004467884,0.0008541606,0.001088873,0.0003222085,0.0001224079,0.9944349,0.002124953,0.00004438735,0.000561426],"genre_scores_gemma":[0.00030012,0.0006520807,0.001876765,0.0001411512,0.00001315737,0.9964689,0.0003159393,0.00000537089,0.0002266329],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1272693,"threshold_uncertainty_score":0.6730722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3560199522481651,"score_gpt":0.5585739324555943,"score_spread":0.2025539802074292,"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."}}