{"id":"W3135634079","doi":"10.5539/ass.v17n3p49","title":"The Influences of COVID-19 on Korean Fashion Consumption","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Pleasure; Consumption (sociology); Business; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Entertainment; Advertising; Marketing; Pandemic; Consumer behaviour; Psychology; Disease; Sociology; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005654285,0.00007235095,0.00009291591,0.00006462329,0.001434004,0.0002444777,0.000302843,0.00002327516,0.00005053617],"category_scores_gemma":[0.0006333264,0.0000543297,0.00004473738,0.0007975559,0.00114459,0.0003974495,0.0001917143,0.00006783855,0.00007802041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005720974,"about_ca_system_score_gemma":0.0001358893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088206,"about_ca_topic_score_gemma":0.0006252524,"domain_scores_codex":[0.998974,0.00001456122,0.0001438303,0.0002056491,0.0004569938,0.0002049579],"domain_scores_gemma":[0.9994759,0.00005654639,0.0001459238,0.0001302798,0.0001773128,0.00001401387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008756047,0.00003218317,0.4915151,0.00003166491,0.000007195659,0.000007311309,0.0005540016,1.667248e-7,0.00283968,0.1521822,0.0003222693,0.3524994],"study_design_scores_gemma":[0.0001355043,0.000003387313,0.974087,0.00000932051,0.0000241371,6.486268e-7,0.003829096,0.000004306791,0.0001402424,0.0009572185,0.02071224,0.00009691855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017153,0.00006945112,0.00001668253,0.007102515,0.0003363853,0.0001153949,0.0000017391,0.00004987718,0.09059264],"genre_scores_gemma":[0.9994173,0.00001581086,0.000009409451,0.0003685917,0.00007779624,0.000007123633,0.000001291406,0.00000334425,0.0000992986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825718,"threshold_uncertainty_score":0.999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934205811734049,"score_gpt":0.3230774656633879,"score_spread":0.2737354075460474,"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."}}