{"id":"W3198614013","doi":"10.1386/cc_00026_1","title":"Transgender fashion: Fit challenges and dressing strategies","year":2021,"lang":"en","type":"article","venue":"Clothing Cultures","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Clothing; Transgender; Psychology; Snowball sampling; Sociology; Gender studies; Medicine; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006051568,0.0001562305,0.0001594827,0.00001845174,0.0004445342,0.0007260299,0.00008232489,0.00006287417,0.001110168],"category_scores_gemma":[0.00001701024,0.0001105586,0.00006772416,0.00001531512,0.000172446,0.0004476612,0.00002645199,0.0001620081,0.00002618827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007836339,"about_ca_system_score_gemma":0.00002564799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008907877,"about_ca_topic_score_gemma":0.0008986382,"domain_scores_codex":[0.9992262,0.00005170567,0.0001425382,0.0002516528,0.0001437079,0.0001842387],"domain_scores_gemma":[0.999664,0.00002901612,0.00003718047,0.0001145653,0.00009389987,0.00006135442],"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":[0.000002144192,0.00002518968,0.000001295521,0.00008281864,0.00003115169,0.00002312819,0.3606958,0.000005106315,0.001519979,0.6263505,0.002330417,0.008932438],"study_design_scores_gemma":[0.0002539741,0.00002379662,0.0005199557,0.0001115865,0.000027908,0.00003541897,0.6052765,0.00001599651,0.0004727005,0.005766983,0.3872122,0.0002829052],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508397,0.0277757,0.00001100617,0.006172936,0.0007871193,0.0001067099,0.00001313155,0.0003749892,0.4563614],"genre_scores_gemma":[0.9827701,0.00199199,0.00009394459,0.0006230728,0.0005084378,0.000005996377,0.00001185426,0.00001456019,0.01398002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205836,"threshold_uncertainty_score":0.9998029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180490684162542,"score_gpt":0.2931191016901634,"score_spread":0.1750700332739092,"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."}}