{"id":"W4390824946","doi":"10.38055/fs050103","title":"Viral Fashion: Clothing in the 1918 Influenza Pandemic and the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Clothing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Influenza pandemic; Virology; Medicine; Geography; Outbreak; Infectious disease (medical specialty); Internal medicine; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265464,0.0002424673,0.000312421,0.00008604376,0.0009047678,0.0005647781,0.0002622018,0.00005950832,0.0001731657],"category_scores_gemma":[0.000311831,0.0001065845,0.000120332,0.0001048576,0.00101369,0.0003061186,0.0001472559,0.0004498767,0.0001224198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007550241,"about_ca_system_score_gemma":0.00003488316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006090396,"about_ca_topic_score_gemma":0.003681534,"domain_scores_codex":[0.9984028,0.00033373,0.0003727046,0.000314986,0.0002949375,0.0002808877],"domain_scores_gemma":[0.9984842,0.001156819,0.00006357607,0.0001968948,0.00004833133,0.00005016883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003337537,0.00001314987,0.003838754,0.0001400954,0.0001128708,0.00001851897,0.5438778,0.000007182039,0.00001902462,0.4301966,0.01892824,0.002814283],"study_design_scores_gemma":[0.0008606355,0.0000391863,0.0008977717,0.00007805369,0.00006154816,0.00004335993,0.379599,0.0000644039,3.087839e-7,0.00444121,0.6137094,0.0002050561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670553,0.01155872,0.000006634417,0.009133932,0.0008660965,0.0004363097,0.00001818435,0.0003234581,0.01060132],"genre_scores_gemma":[0.9766958,0.003510343,0.000003057066,0.01572722,0.0005599178,0.0001245829,0.000005152012,0.00001478262,0.003359182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5947812,"threshold_uncertainty_score":0.6958833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838481859715057,"score_gpt":0.3627075953083721,"score_spread":0.1788594093368664,"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."}}