{"id":"W3214460857","doi":"10.33137/juls.v15i1.37690","title":"COVID-19: A Viral Phenomenon - The Insider Report","year":2021,"lang":"en","type":"article","venue":"Journal of Undergraduate Life Sciences","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Insider; Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Neuropathology; Medicine; Family medicine; Library science; Virology; Political science; Pathology; Law; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00315664,0.0005223961,0.0003002122,0.0006629387,0.003532479,0.00381368,0.0004603858,0.004555493,0.01632985],"category_scores_gemma":[0.006795491,0.0003013964,0.0005703915,0.000684069,0.001545371,0.002471725,0.002629434,0.005187532,0.004059347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633812,"about_ca_system_score_gemma":0.003094913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00585652,"about_ca_topic_score_gemma":0.006015938,"domain_scores_codex":[0.9974796,0.0005535264,0.0001404749,0.0002799726,0.0009788868,0.0005675616],"domain_scores_gemma":[0.9943592,0.001523339,0.000686968,0.0003550723,0.00112837,0.001947182],"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":[0.0001178276,0.00007525276,0.01779149,0.0004464274,0.0000216173,0.004420948,0.004421943,0.00004438401,0.001586519,0.01252048,0.8714984,0.08705476],"study_design_scores_gemma":[0.00001021969,0.0001575093,0.01317882,0.0006355647,0.00002195268,0.00535082,0.008253997,0.00009149011,0.0007006489,0.001290433,0.9702659,0.00004267933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0565193,0.07624032,0.001332064,0.7079779,0.06703982,0.0001429797,0.002069594,0.000248358,0.08842961],"genre_scores_gemma":[0.3521116,0.1219886,0.002059014,0.3079917,0.0746851,0.0001292269,0.002851267,0.0003285382,0.137855],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01632985,"threshold_uncertainty_score":0.05462879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2087437399314574,"score_gpt":0.4916618776480836,"score_spread":0.2829181377166262,"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."}}