{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006398098,0.0001564584,0.0001459529,0.0004701828,0.00366058,0.00326973,0.0002290996,0.001206651,0.007878209],"category_scores_gemma":[0.001050969,0.0001652952,0.0001445784,0.0008211002,0.002547877,0.001514678,0.001396907,0.001703611,0.0004505509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356467,"about_ca_system_score_gemma":0.001545761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1439541,"about_ca_topic_score_gemma":0.3401915,"domain_scores_codex":[0.9996964,0.0001090885,0.00000765962,0.00002150024,0.00003615932,0.0001293714],"domain_scores_gemma":[0.9995535,0.00008094629,0.0000780512,0.00001508423,0.00007888634,0.0001934786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007636963,0.0003747024,0.2692597,0.0004372799,0.00005948759,0.002813698,0.3550609,0.0001830936,0.001495566,0.06728976,0.1477003,0.1545618],"study_design_scores_gemma":[0.00001265791,0.0001220359,0.2361673,0.0005923666,0.00002174803,0.0005543481,0.4801793,0.00007198307,0.0002000627,0.002445102,0.2796088,0.00002442144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6598282,0.03378339,0.0001841748,0.1097565,0.002514908,0.00001881016,0.0003335802,0.00001532879,0.1935651],"genre_scores_gemma":[0.959675,0.01269014,0.0001041517,0.003153299,0.0004558724,0.00000659052,0.00008369681,0.0000144214,0.02381679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1439541,"threshold_uncertainty_score":0.2862323,"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."}}