{"id":"W3195312873","doi":"10.1017/jch.2021.17","title":"A Fashionable Century: Textile Artistry and Commerce in the Late Qing By Rachel Silberstein. Seattle: University of Washington Press, 2020. 276 pp. $65.00 (hardcover).","year":2021,"lang":"en","type":"article","venue":"Journal of Chinese History","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Textile; Art; Art history; Humanities; Archaeology; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0009611007,0.0001395318,0.0003390389,0.00003844039,0.0003283297,0.00002472713,0.0003814234,0.0001173896,0.0002304036],"category_scores_gemma":[0.0003012879,0.0001172967,0.0001499764,0.0002273976,0.0003347501,0.000497902,0.00006725708,0.0005206774,0.00000229719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909838,"about_ca_system_score_gemma":0.0003842833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008060336,"about_ca_topic_score_gemma":0.0005480394,"domain_scores_codex":[0.9983205,0.0005694884,0.0003075165,0.0001476259,0.0004888885,0.0001660164],"domain_scores_gemma":[0.9987706,0.0003498245,0.0004138685,0.0001891052,0.0001525179,0.0001240986],"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":[0.0007614001,0.001600624,0.0565395,0.0005149003,0.0002736822,0.001009361,0.2717332,0.003396012,0.007456324,0.004924822,0.6497608,0.002029355],"study_design_scores_gemma":[0.0009964397,0.00004958921,0.004378527,0.0001102328,0.00005417574,0.00003518991,0.003015278,0.0001433012,0.000008191591,0.001618048,0.9893983,0.0001927197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988997,0.06545086,0.00001800028,0.002480035,0.0009769733,0.0001062778,0.00003087792,0.00001111657,0.03202615],"genre_scores_gemma":[0.9935256,0.002676777,0.00008351591,0.0003311702,0.0002744446,2.924809e-7,0.00000687834,0.00001153034,0.003089799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3396375,"threshold_uncertainty_score":0.4783222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241302340934342,"score_gpt":0.2313178202241766,"score_spread":0.2189047968148332,"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."}}