{"id":"W4381326749","doi":"10.32920/23548296","title":"Undressing Masculinity: How Men Fashion Themselves Through Underwear","year":2023,"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; Brock University","funders":"","keywords":"Masculinity; Clothing; Identity (music); White (mutation); Psychology; Gender studies; Race (biology); Consumption (sociology); Social psychology; Sociology; Aesthetics; Art; History; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001711867,0.0004095023,0.0004335782,0.00007205518,0.0005391318,0.001857815,0.000443061,0.0002438774,0.004429088],"category_scores_gemma":[0.00002721005,0.0002859472,0.0003399219,0.00003366063,0.0002782165,0.0003134312,0.0006356093,0.0006363681,0.001192615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005852735,"about_ca_system_score_gemma":0.00006047995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002827459,"about_ca_topic_score_gemma":0.002274045,"domain_scores_codex":[0.998286,0.0001021471,0.0002814252,0.000566396,0.0004009345,0.0003630881],"domain_scores_gemma":[0.9990507,0.00009003418,0.0001795756,0.000480244,0.0001272264,0.00007223959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005588344,0.0000578145,0.0000119228,0.0002835271,0.0002430946,0.00001474941,0.1245537,0.00003629497,0.00005657658,0.7286355,0.1446267,0.001474493],"study_design_scores_gemma":[0.0004716704,0.00005928195,0.0001817723,0.0006000784,0.0001702376,0.000003540247,0.4827425,0.0004196432,0.0002006053,0.07354676,0.4403079,0.001295915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03593981,0.0001335549,0.0002514016,0.01607052,0.002970715,0.0005300356,0.00009445202,0.001854139,0.9421554],"genre_scores_gemma":[0.6352091,0.0005269638,0.0002167387,0.0006128605,0.001417968,0.00004359158,0.0002439887,0.00007350597,0.3616553],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6550887,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.196725740394591,"score_gpt":0.2957810489365144,"score_spread":0.09905530854192332,"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."}}