{"id":"W4400482715","doi":"10.55016/ojs/cpai.v3i2.71647","title":"Reflections on academic integrity during COVID-19","year":2020,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Academic integrity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Engineering ethics; Engineering; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0007311007,0.0005331009,0.0005239965,0.000708637,0.0009469198,0.00003125228,0.0008859581,0.001469662,0.003464643],"category_scores_gemma":[0.002656011,0.0005470613,0.0002496205,0.000988495,0.0003948928,0.0001765883,0.00007683039,0.01747346,0.002161321],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366238,"about_ca_system_score_gemma":0.005054598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2211799,"about_ca_topic_score_gemma":0.0693006,"domain_scores_codex":[0.9955311,0.0005654006,0.0006113434,0.001544631,0.0004180952,0.001329433],"domain_scores_gemma":[0.9945615,0.0004863156,0.0001980877,0.0005846485,0.0001104141,0.004059018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002222298,0.0002596008,0.01857903,0.0002633417,0.0002458443,0.0003688969,0.1988728,0.00004241379,0.001857227,0.6437722,0.1308668,0.002649544],"study_design_scores_gemma":[0.004208591,0.001878048,0.0941726,0.0003040401,0.0001131929,0.0002225341,0.2402178,0.0001215845,0.0009179749,0.00846458,0.6473994,0.001979687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6674441,0.001365837,0.0002052875,0.2149552,0.001934427,0.001451285,0.0008760466,0.000643181,0.1111247],"genre_scores_gemma":[0.9168882,0.0004687354,0.00004138059,0.07864618,0.001363646,0.0001246581,0.00003061118,0.00006865119,0.002367949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6353076,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951115284199375,"score_gpt":0.4840432351949943,"score_spread":0.2889317067750568,"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."}}