{"id":"W4400482700","doi":"10.55016/ojs/cpai.v3i2.71649","title":"Academic integrity and the pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Disaster Response and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Pandemic; Academic integrity; Research integrity; Coronavirus disease 2019 (COVID-19); Virology; Computer science; Political science; Medicine; Library science; Public relations","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01550579,0.0008795782,0.001168573,0.003868958,0.04614472,0.0274221,0.003629844,0.03000801,0.03317012],"category_scores_gemma":[0.02740149,0.0006355734,0.001228493,0.005390041,0.04234322,0.01085928,0.01249963,0.03533307,0.002580726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1175101,"about_ca_system_score_gemma":0.3699224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9162889,"about_ca_topic_score_gemma":0.9338183,"domain_scores_codex":[0.9757805,0.004742838,0.0005886957,0.0009563838,0.006978364,0.01095311],"domain_scores_gemma":[0.9590337,0.005850402,0.001669716,0.001004905,0.01145345,0.02098779],"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":[0.00004272525,0.00005115044,0.0007116079,0.0001901066,0.00001815851,0.0003854083,0.008597409,0.0002113436,0.00008078112,0.3668477,0.6073653,0.01549839],"study_design_scores_gemma":[0.00001887571,0.00001115088,0.001242581,0.0004550495,0.000009070476,0.00008367714,0.01418465,0.00006535347,0.00003669754,0.0240477,0.9597989,0.00004628942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009664752,0.02530849,0.000079549,0.9039773,0.006636655,0.0000100915,0.00009561715,0.0000131546,0.06291269],"genre_scores_gemma":[0.2228704,0.09028763,0.0007650696,0.545786,0.02164608,0.00005502833,0.0002327844,0.0001302484,0.1182267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.969992,"threshold_uncertainty_score":0.8525996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115938094231636,"score_gpt":0.4092711823438305,"score_spread":0.2976773729206669,"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."}}