{"id":"W3210545758","doi":"10.11575/cpai.v3i2.71644","title":"COVID-19: A silver lining for academic integrity from a pandemic","year":2020,"lang":"en","type":"article","venue":"University of Calgary","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Academic integrity; Virology; Medicine; Engineering; Infectious disease (medical specialty); Outbreak; Engineering ethics; Disease; Pathology","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06818964,0.00142187,0.002362607,0.004165283,0.03862122,0.04880859,0.005616355,0.05021603,0.05465194],"category_scores_gemma":[0.214622,0.001653459,0.001987667,0.002205234,0.03592476,0.02501439,0.04006826,0.07573868,0.01943584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02357327,"about_ca_system_score_gemma":0.1403545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05342979,"about_ca_topic_score_gemma":0.1097391,"domain_scores_codex":[0.9356164,0.01693527,0.004216984,0.003086986,0.02477087,0.01537347],"domain_scores_gemma":[0.7310759,0.05434863,0.01096373,0.02309431,0.06429285,0.1162246],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003663181,0.0000282045,0.0007251478,0.00006403604,0.00001922707,0.0002082688,0.002384586,0.00004519213,0.0000968089,0.03394228,0.9482969,0.01415276],"study_design_scores_gemma":[0.00004896021,0.00006247313,0.00173324,0.0007006585,0.0000193354,0.0002893333,0.007392905,0.0001229289,0.0002461178,0.02127462,0.968021,0.00008826664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001705447,0.002291428,0.0009418757,0.9385301,0.02219477,0.00004367601,0.00009826455,0.000467148,0.03372736],"genre_scores_gemma":[0.04770418,0.002484652,0.003247423,0.8291298,0.01413865,0.0001069976,0.0002787717,0.001042973,0.1018665],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.949784,"threshold_uncertainty_score":0.3606256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07157699761022303,"score_gpt":0.3112571098036382,"score_spread":0.2396801121934152,"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."}}