{"id":"W3081440429","doi":"10.38055/fs010201","title":"Clothing Fit Issues for Trans People","year":2019,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Theme (computing); Identity (music); Qualitative research; Psychology; Population; Sociology; Advertising; Public relations; Political science; Business; Aesthetics; Social science; Computer science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009969727,0.0001390145,0.0002613683,0.00003417561,0.000351231,0.0001048595,0.0001004581,0.0000271867,0.00150701],"category_scores_gemma":[0.00003024318,0.0000965098,0.0001273316,0.0000229989,0.00006470847,0.0002060732,0.00002559636,0.00006130275,0.0005089181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539427,"about_ca_system_score_gemma":0.000005108187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000127853,"about_ca_topic_score_gemma":0.00136262,"domain_scores_codex":[0.9992917,0.00001757487,0.0001725677,0.0001906635,0.0001282618,0.0001991846],"domain_scores_gemma":[0.9995623,0.0001026758,0.00004681282,0.0001142384,0.000147833,0.00002618543],"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":[0.0000213807,0.0000514695,0.000387129,0.0002606577,0.0001892923,5.887748e-7,0.5756668,0.000008491981,0.0004468521,0.3107237,0.1094698,0.002773848],"study_design_scores_gemma":[0.0003456867,0.0001035642,0.0003599688,0.00004452259,0.00002395799,4.343796e-7,0.2523977,0.0000268961,0.00006480767,0.000498071,0.7459623,0.0001721925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576085,0.001159553,0.0000108448,0.004237044,0.001602003,0.0004602975,0.00004322388,0.000214491,0.03466403],"genre_scores_gemma":[0.884228,0.0003428722,0.00006117095,0.0005605189,0.0004255807,0.00005434292,0.00001077793,0.00001448479,0.1143023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6364924,"threshold_uncertainty_score":0.9994057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162764224328702,"score_gpt":0.3281394573617348,"score_spread":0.2118630349288647,"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."}}