{"id":"W4246238387","doi":"10.38055/fs","title":"Fashion Studies","year":2020,"lang":"en","type":"paratext","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001751051,0.0009963422,0.00177293,0.000186288,0.001236296,0.0003593212,0.0005101034,0.0002436804,0.0094293],"category_scores_gemma":[0.0002845834,0.0006966738,0.0005262826,0.0001271091,0.0009902987,0.0003229249,0.0005656444,0.0007694135,0.06444334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826772,"about_ca_system_score_gemma":0.0000639666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000052307,"about_ca_topic_score_gemma":0.0005486909,"domain_scores_codex":[0.9966788,0.0001984544,0.0008694192,0.0009480455,0.0006778698,0.0006274705],"domain_scores_gemma":[0.9977353,0.0002864673,0.0005032768,0.0004259154,0.0008896854,0.0001593166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001354773,0.00003810749,0.000001363351,0.00071558,0.001443303,0.00001860559,0.1249882,0.00000317373,0.00002266156,0.02151301,0.8498097,0.001432788],"study_design_scores_gemma":[0.0002722854,0.0001534847,0.000003724077,0.0003455328,0.0001828288,0.000002227292,0.2857174,0.00000170061,0.00001343021,0.00009550952,0.7125681,0.0006437432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01548552,0.05763784,0.000003426162,0.01040852,0.03202748,0.001107678,0.0007146646,0.0007139026,0.881901],"genre_scores_gemma":[0.07669697,0.05814487,0.00002157573,0.003621398,0.007283053,0.0002403829,0.0004316346,0.0001159592,0.8534442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1607292,"threshold_uncertainty_score":0.9995484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893702846183145,"score_gpt":0.3439174326120464,"score_spread":0.1545471479937319,"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."}}