{"id":"W4413550552","doi":"10.64628/aam.kskm67rt7","title":"Coronavirus pushes universities to switch to online classes — but are they ready?","year":2020,"lang":"en","type":"article","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003724109,0.0002890178,0.0005064754,0.0009486941,0.004125379,0.009330441,0.0009495265,0.005340553,0.03898916],"category_scores_gemma":[0.01589166,0.0002726629,0.0009286892,0.0009492429,0.001764843,0.005035758,0.003369833,0.007416973,0.005405505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00292611,"about_ca_system_score_gemma":0.007671956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648664,"about_ca_topic_score_gemma":0.0277523,"domain_scores_codex":[0.9959895,0.0008714194,0.0001270507,0.0003297186,0.0005583801,0.002123941],"domain_scores_gemma":[0.9810161,0.002103562,0.002700806,0.0004620783,0.00240096,0.01131658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009662767,0.002657371,0.4048615,0.0002949093,0.0003954023,0.0005078712,0.004595148,0.0001037836,0.002386031,0.01266761,0.3224562,0.248108],"study_design_scores_gemma":[0.0003097628,0.001144716,0.5964516,0.001877006,0.0002831089,0.0004254483,0.06926415,0.0003218868,0.001265153,0.01937425,0.3090199,0.0002630771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2880794,0.007938941,0.0004190296,0.6383675,0.01297928,0.00006856635,0.0008312737,0.0001899633,0.05112606],"genre_scores_gemma":[0.7615361,0.007278678,0.0005657412,0.2013198,0.007364368,0.0000699256,0.0007028835,0.0001087831,0.02105384],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03898916,"threshold_uncertainty_score":0.1304317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2174528005726019,"score_gpt":0.4467408258155141,"score_spread":0.2292880252429122,"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."}}