{"id":"W4241435845","doi":"10.32920/ryerson.14663160.v1","title":"Latin American apparel: recommendations for successfully entering the Toronto fashion market","year":2021,"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":"","funders":"","keywords":"Latin Americans; Clothing; Popularity; Marketing; Advertising; Political science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0250254,0.001028335,0.0005996836,0.002596409,0.02136353,0.01523636,0.003693095,0.003759896,0.01955111],"category_scores_gemma":[0.02725177,0.0007431177,0.0006138085,0.003565623,0.007694158,0.01039668,0.005634485,0.004162934,0.004928159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.055852,"about_ca_system_score_gemma":0.1731016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6584589,"about_ca_topic_score_gemma":0.8764687,"domain_scores_codex":[0.9828757,0.009279178,0.0007586564,0.0007235988,0.003710508,0.002652424],"domain_scores_gemma":[0.9656956,0.008086258,0.001295975,0.00110519,0.01432522,0.009491818],"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":[0.0001340686,0.0008244186,0.03284089,0.003061311,0.0000180907,0.00247572,0.422188,0.0004773262,0.00304622,0.04863338,0.2341053,0.2521953],"study_design_scores_gemma":[0.0000167311,0.00006959893,0.009300204,0.00239037,0.00002248279,0.0001289088,0.7794994,0.0002218256,0.0006560953,0.003248019,0.2043854,0.00006087193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1625091,0.01468779,0.01309065,0.4879157,0.002790294,0.006512529,0.001314103,0.0009297072,0.3102502],"genre_scores_gemma":[0.6267391,0.04367036,0.131732,0.02678698,0.0004627231,0.00766025,0.001702284,0.0005991629,0.1606472],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3415411,"threshold_uncertainty_score":0.6871049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06062659184929325,"score_gpt":0.2893078697044847,"score_spread":0.2286812778551914,"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."}}