{"id":"W3013335944","doi":"10.3138/topia.2020.covid-19.06","title":"The Pandemic is (Extra) Ordinary","year":2020,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Digital Education and Society","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001088291,0.00006592145,0.0001142348,0.00001103697,0.0003505088,0.00022624,0.0005188019,0.00001712904,0.00001059844],"category_scores_gemma":[0.0001570249,0.00003578289,0.00009524531,0.0001641752,0.0001027633,0.0003898606,0.00003094762,0.0001245226,0.00001711624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007254034,"about_ca_system_score_gemma":0.0003598127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002110345,"about_ca_topic_score_gemma":0.001435255,"domain_scores_codex":[0.9994389,0.00002018308,0.0001781316,0.00007090394,0.0001260688,0.0001658453],"domain_scores_gemma":[0.9992203,0.00004596239,0.00009075322,0.00007282929,0.0002617701,0.0003083636],"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":[0.000003142073,0.000004877096,0.004828928,0.00001088365,0.0002281787,0.00003462286,0.09026488,0.00001068745,0.0000197358,0.02726786,0.7986254,0.0787008],"study_design_scores_gemma":[0.0001192475,0.00008156625,0.005764493,0.00001457764,0.000007524404,0.00005796418,0.01024631,0.00004628842,0.00002410934,0.001639691,0.9819091,0.00008913585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3435642,0.03734514,0.0005926673,0.5992259,0.002995745,0.0001572111,0.000006017184,0.0000477569,0.01606528],"genre_scores_gemma":[0.987802,0.0008732472,0.0005704398,0.008226892,0.0002672415,9.644558e-7,1.249309e-7,0.000002450754,0.002256694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6442377,"threshold_uncertainty_score":0.2695866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08915105436994562,"score_gpt":0.3083748424859659,"score_spread":0.2192237881160203,"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."}}