{"id":"W1483009455","doi":"10.4324/9780203831977","title":"Global Design History","year":2011,"lang":"en","type":"book","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.00003588688,0.0001882734,0.0001759301,0.0000196341,0.00006548619,0.00003729879,0.0001780853,0.0001103128,0.2693321],"category_scores_gemma":[0.000002826982,0.0001305841,0.0001223037,0.000001831232,0.0002010794,0.00006882523,0.00002586038,0.00008937502,0.005923156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979582,"about_ca_system_score_gemma":0.0001771966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005910892,"about_ca_topic_score_gemma":0.0008949508,"domain_scores_codex":[0.9994386,0.0000162971,0.0001344761,0.0001676486,0.0001154788,0.0001274927],"domain_scores_gemma":[0.9996634,0.00000933379,0.00006404136,0.0001478251,0.00006143795,0.00005394594],"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":[0.000001512876,0.00000469691,1.543869e-8,0.00000634742,0.00001201715,0.000002602185,0.003150319,1.768313e-8,3.425119e-8,0.4861529,0.5098228,0.0008466262],"study_design_scores_gemma":[0.00005050514,0.00003546835,7.825072e-7,0.00002362533,0.00002528881,0.000001755021,0.0003426555,7.870941e-7,1.843464e-7,0.01963734,0.9796714,0.0002101679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.939336e-7,0.0006447596,0.00002071415,0.00001972786,0.001454174,0.0001071655,0.00001849015,0.0001997168,0.9975348],"genre_scores_gemma":[0.00005905631,0.00004208897,0.00007511773,0.001058631,0.0007364072,0.000006400884,0.00003607654,0.00001544777,0.9979708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4698486,"threshold_uncertainty_score":0.9948509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517767133910024,"score_gpt":0.2094459736566837,"score_spread":0.05766926026568128,"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."}}