{"id":"W2991175897","doi":"","title":"Servants: a downstairs history of britain from the nineteenth century to modern times, Lucy Lethbridge (book review)","year":2013,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Art history; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001205559,0.0002869692,0.0006554511,0.00007414351,0.0002777031,0.00003437626,0.001330803,0.0002437057,0.0087511],"category_scores_gemma":[0.0006727096,0.0002475657,0.00038754,0.0005331704,0.0008918975,0.001510962,0.0001962158,0.00035757,0.000107853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006296,"about_ca_system_score_gemma":0.0009680468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438872,"about_ca_topic_score_gemma":0.000536731,"domain_scores_codex":[0.9966002,0.0005527888,0.0007673119,0.000511037,0.0009653934,0.0006033072],"domain_scores_gemma":[0.9975429,0.0002936189,0.0004764184,0.0007958154,0.0005242801,0.000366963],"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":[0.00001287653,0.0001125807,0.001401615,0.0001321797,0.00006417635,0.000004057516,0.005577427,0.000003439917,0.000057931,0.001067038,0.9907416,0.0008251362],"study_design_scores_gemma":[0.0002979117,0.00004931285,0.007509312,0.0004328218,0.0000658533,3.891145e-7,0.001845896,0.00001116739,0.000006896412,0.0002608071,0.9892416,0.0002780525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04850497,0.3999775,0.000276154,0.1027191,0.007864257,0.01202101,0.004063807,0.0006525092,0.4239207],"genre_scores_gemma":[0.154303,0.04594586,0.003228678,0.05331631,0.001799096,0.00057791,0.0002860795,0.0001883874,0.7403547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3540316,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520251823013712,"score_gpt":0.2356064797235693,"score_spread":0.2204039614934322,"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."}}