{"id":"W1752388803","doi":"","title":"Famine And Fashion: Needlewomen In The Nineteenth Century","year":2005,"lang":"en","type":"book","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Famine; Scholarship; Appeal; Icon; Clothing; History; Period (music); Criticism; Labor history; Cultural history; Economic history; Literature; Art; Political science; Aesthetics; Law; Labor relations","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":[0.00008878023,0.0002274872,0.0002160117,0.00006923001,0.0001308674,0.0002589318,0.0002028467,0.00009598738,0.01258519],"category_scores_gemma":[0.000003997963,0.0001185067,0.0000627796,0.00001188462,0.0001770252,0.0001058899,0.00004535042,0.0002890134,0.000273828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003484613,"about_ca_system_score_gemma":0.0000239401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001321996,"about_ca_topic_score_gemma":0.00195924,"domain_scores_codex":[0.9991884,0.00002751949,0.0002104698,0.0001944268,0.0001946986,0.000184452],"domain_scores_gemma":[0.9996603,0.00005161178,0.00006009625,0.0001640763,0.00002683092,0.000037056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002177339,0.00001896911,0.000001452836,0.00002494447,0.00001237907,0.000006141865,0.03801532,1.308817e-7,5.55921e-7,0.6028374,0.3508703,0.008210196],"study_design_scores_gemma":[0.0001765048,0.00003976698,0.00007763894,0.00004209718,0.00001301528,0.000005292272,0.0349022,0.000003710988,8.316452e-8,0.0004983675,0.9640539,0.0001874784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001600985,0.0006440305,7.209734e-8,0.001153255,0.0002053121,0.0002191478,0.00002439717,0.00004759463,0.9961052],"genre_scores_gemma":[0.01262957,0.00120433,0.00000542184,0.002870037,0.001367554,0.00001475263,0.000128409,0.00001660169,0.9817633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6131836,"threshold_uncertainty_score":0.9883174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450744641182517,"score_gpt":0.2046333879404803,"score_spread":0.1801259415286551,"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."}}