{"id":"W3129124517","doi":"10.11575/prism/38606","title":"Academic Integrity: Ethical approaches to teaching, learning and supporting student success during COVID-19 and beyond","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Academic integrity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Engineering ethics; Pedagogy; Psychology; Medicine; Virology; Engineering; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01610035,0.0006798079,0.0007215353,0.0009358026,0.02646591,0.01656207,0.003531029,0.006577033,0.0277196],"category_scores_gemma":[0.01772463,0.0004209651,0.0006756014,0.0008077233,0.02225567,0.008379189,0.02387737,0.01545141,0.004667036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02615103,"about_ca_system_score_gemma":0.06442695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.039865,"about_ca_topic_score_gemma":0.1390032,"domain_scores_codex":[0.9883399,0.006273601,0.0002019558,0.0004628577,0.001785902,0.002935858],"domain_scores_gemma":[0.9611902,0.003949971,0.001118758,0.0008000378,0.002778044,0.03016292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005920944,0.000263202,0.001678591,0.0004044159,0.000012552,0.0004571624,0.1467742,0.0001743347,0.0005310616,0.04809099,0.6890382,0.1125161],"study_design_scores_gemma":[0.00001238019,0.00008519242,0.002255823,0.0008466809,0.000006454466,0.0003113717,0.1779076,0.0001291287,0.0002917831,0.01923568,0.7988745,0.00004341098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02248806,0.01660581,0.007594823,0.7667235,0.01589353,0.0003868112,0.0001539223,0.0004911119,0.1696624],"genre_scores_gemma":[0.5963656,0.03427069,0.01354987,0.07863126,0.008641911,0.001287432,0.0003553911,0.0008387949,0.2660592],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.039865,"threshold_uncertainty_score":0.1897399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1831949806416238,"score_gpt":0.5139113745061765,"score_spread":0.3307163938645527,"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."}}