{"id":"W4402190609","doi":"10.32920/26871493","title":"Protection, Mobility, & Comfort: The Effects of Global Pandemics on Women's Dress","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Business; Medicine","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":[0.001317519,0.0003013524,0.0001536063,0.0004821629,0.003226772,0.00382797,0.0003341664,0.0006102991,0.00815405],"category_scores_gemma":[0.002588194,0.000179493,0.0003224611,0.0004779555,0.006009509,0.001569633,0.003361672,0.0008316914,0.0005689963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000836657,"about_ca_system_score_gemma":0.0005147503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197673,"about_ca_topic_score_gemma":0.004036308,"domain_scores_codex":[0.9992505,0.0004951247,0.00001681409,0.00004434713,0.00006565792,0.000127615],"domain_scores_gemma":[0.9988641,0.000584346,0.0001804384,0.0001652553,0.00007103096,0.0001349209],"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":[0.0003018209,0.0001188166,0.05576243,0.0002742427,0.00003546486,0.001604939,0.8679215,0.0001578846,0.003705339,0.0137404,0.003862937,0.05251426],"study_design_scores_gemma":[0.00001077591,0.0002214607,0.06204321,0.0001751312,0.00002709182,0.0006438088,0.8912138,0.00008219599,0.0008824287,0.002164071,0.04251027,0.00002585341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457094,0.0005041626,0.0004978162,0.001538813,0.0001399898,0.00001339161,0.00007079051,0.00001587598,0.05150969],"genre_scores_gemma":[0.9958469,0.0002446623,0.0001348909,0.000148709,0.00001971431,0.000008569762,0.00001142754,0.00001250527,0.003572627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00815405,"threshold_uncertainty_score":0.02727807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707883196859119,"score_gpt":0.26401693908649,"score_spread":0.2269381071178989,"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."}}