{"id":"W4402170620","doi":"10.32920/26866570.v1","title":"A Model Subject: Problematizing the 'Beauty Sells' Ideal in Fashion Marketing","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":"Toronto Metropolitan University; Memorial University of Newfoundland","funders":"","keywords":"Beauty; Ideal (ethics); Subject (documents); Aesthetics; Business; Marketing; Computer science; Sociology; Art; Epistemology; Philosophy; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001810375,0.0003249283,0.0002305346,0.0009052141,0.00301104,0.006399078,0.0006319541,0.001158078,0.005098774],"category_scores_gemma":[0.002342487,0.0001905234,0.0002975267,0.001024975,0.01695778,0.0047999,0.00205813,0.002426018,0.0003100448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004458777,"about_ca_system_score_gemma":0.002344446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02327864,"about_ca_topic_score_gemma":0.04065646,"domain_scores_codex":[0.9988235,0.0007806783,0.00001287481,0.0001162428,0.0001476649,0.0001190733],"domain_scores_gemma":[0.9990606,0.0005877501,0.0001122077,0.00009003268,0.00007810591,0.00007130572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003977495,0.00009901019,0.003341147,0.00005068195,0.000006869805,0.0003005231,0.05857294,0.0006753898,0.0007396105,0.9191086,0.004361344,0.012704],"study_design_scores_gemma":[0.00004740468,0.0001371232,0.01562989,0.0003219463,0.00004225684,0.0007098443,0.213113,0.01713564,0.001588894,0.5868545,0.1643641,0.00005549505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3838103,0.001977085,0.04672871,0.04936679,0.0006443688,0.00009564928,0.00007809116,0.00007659089,0.5172224],"genre_scores_gemma":[0.9754034,0.0006139451,0.005511029,0.001352442,0.0001469475,0.0000438703,0.00002402088,0.00004467574,0.01685955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02327864,"threshold_uncertainty_score":0.04628628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06016438181768601,"score_gpt":0.2568087921192737,"score_spread":0.1966444103015877,"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."}}