{"id":"W4390812568","doi":"10.38055/fs050104","title":"A Radical Alternative: Pursuing Size Inclusivity in the Indie Sewing Community","year":2024,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Indie film; Sociology; Psychology; Media studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255372,0.00006731394,0.0001135185,0.00004692347,0.0009500225,0.0002108173,0.0002259556,0.00003466147,0.00001064597],"category_scores_gemma":[0.0004916194,0.00004800795,0.00004506141,0.0003289761,0.0002826536,0.0006730104,0.00008160053,0.0003336261,0.00003247411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284465,"about_ca_system_score_gemma":0.00004185825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002665503,"about_ca_topic_score_gemma":0.002983809,"domain_scores_codex":[0.998886,0.0005035792,0.0001538022,0.00007940848,0.0002053989,0.0001717731],"domain_scores_gemma":[0.9981029,0.001758488,0.00002236228,0.00007320788,0.0000223307,0.00002072264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006135405,0.00006575681,0.004154821,0.00006230491,0.00006783782,0.00001341699,0.8695555,0.00001808447,0.000003448501,0.05790571,0.001014754,0.06713222],"study_design_scores_gemma":[0.0003276301,0.00006291135,0.01942022,0.0004218295,0.00002723005,0.00000227605,0.798507,0.000122242,0.00002370285,0.03295261,0.1478735,0.0002589326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918423,0.0006725356,0.0001049683,0.005957002,0.0003536962,0.000174051,0.000003892796,0.00006961483,0.1008219],"genre_scores_gemma":[0.9988753,0.0004367437,0.00002186597,0.000393082,0.000128511,0.00002616319,0.000001651296,0.000002977061,0.0001136796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468587,"threshold_uncertainty_score":0.7306901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07684719835023435,"score_gpt":0.3809241480582891,"score_spread":0.3040769497080547,"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."}}