{"id":"W4311661215","doi":"10.32920/21685394.v1","title":"Men’s Physical Stature: Tackling Heightism and Challenges in Fashion Consumption","year":2022,"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","funders":"","keywords":"Clothing; Bespoke; Consumption (sociology); Psychology; Clothing industry; Perception; Fast fashion; Advertising; Business; Aesthetics; Geography; Art","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":[0.001438344,0.0001903522,0.0001845178,0.0005843518,0.001411268,0.001494351,0.0002259039,0.000265498,0.001937133],"category_scores_gemma":[0.001767472,0.0001894071,0.0002390533,0.0006180318,0.001418128,0.001017905,0.001161861,0.000541712,0.0001091892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381233,"about_ca_system_score_gemma":0.00094946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008777387,"about_ca_topic_score_gemma":0.02571437,"domain_scores_codex":[0.9994855,0.0002751783,0.00001749516,0.00004593528,0.00009461275,0.00008119344],"domain_scores_gemma":[0.9991085,0.0003192253,0.0003174542,0.00003888934,0.00006934581,0.0001466719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001352418,0.0001314567,0.7980272,0.0001559594,0.00005061174,0.0008560286,0.1585602,0.00008232507,0.00141155,0.002438007,0.0004913368,0.03766016],"study_design_scores_gemma":[0.000003309265,0.0002064339,0.7273521,0.00007905578,0.0000302904,0.0004578774,0.2657372,0.0002869962,0.0004278731,0.000886438,0.004518093,0.00001425368],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965828,0.0004461456,0.0003190436,0.0003808326,0.00001233251,0.000006996688,0.00001626709,0.000001459077,0.002234154],"genre_scores_gemma":[0.9988723,0.0002562522,0.0002342659,0.0000665909,0.000009747451,0.000004021257,0.000009260774,0.000001003613,0.0005465882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008777387,"threshold_uncertainty_score":0.0174526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216520216044239,"score_gpt":0.2812388931679128,"score_spread":0.1595868715634889,"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."}}