{"id":"W7014901813","doi":"","title":"The Rise of the English Mantua-Maker in the Long Eighteenth Century","year":2024,"lang":"en","type":"dissertation","venue":"Queen Mary Research Online (Queen Mary University of London)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Variety (cybernetics); Quarter (Canadian coin); History of the book; History of English; Production (economics); Period (music); Simple (philosophy)","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":[],"category_scores_codex":[0.001230124,0.0003417856,0.0004411264,0.0003157128,0.001000392,0.0002034055,0.002197698,0.0002336709,0.001795153],"category_scores_gemma":[0.0001430957,0.0001892555,0.000466305,0.0004081594,0.001156937,0.0003211727,0.0004196161,0.002062951,0.00006051302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143633,"about_ca_system_score_gemma":0.000388284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004173738,"about_ca_topic_score_gemma":0.03848678,"domain_scores_codex":[0.9958592,0.001241942,0.0004575764,0.0004550403,0.001433043,0.0005532106],"domain_scores_gemma":[0.9972833,0.0007826301,0.0002569318,0.0007729364,0.0008193345,0.00008489523],"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":[0.001880568,0.001397515,0.002365265,0.002690535,0.0008138519,0.0005166843,0.1973762,0.00001356498,0.00004628662,0.1855498,0.58365,0.0236998],"study_design_scores_gemma":[0.0004532727,0.0001554077,0.02179977,0.0007914853,0.0001135085,0.000001417732,0.2260209,0.00003278522,0.00001758194,0.0009421495,0.7494103,0.0002614279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7811452,0.004018032,1.276962e-7,0.007550601,0.001442534,0.001681121,0.0009267294,0.00007030665,0.2031654],"genre_scores_gemma":[0.4769918,0.02742625,0.00001901093,0.0001140741,0.0007718889,0.000007139288,0.001947704,0.00007460054,0.4926475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3041533,"threshold_uncertainty_score":0.9991173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698306676664989,"score_gpt":0.2718952919776227,"score_spread":0.2449122252109729,"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."}}