{"id":"W4308340669","doi":"10.1163/15691330-bja10066","title":"A Portrait of the Modern Butler as an Emergent Professional Type in Mainland China","year":2022,"lang":"en","type":"article","venue":"Comparative Sociology","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Portrait; Sociology; Morality; Pride; Power (physics); Mainland China; Ethnography; China; Aesthetics; Social science; Gender studies; Law; Anthropology; History; Art history; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000680698,0.0001742917,0.0001576353,0.001317435,0.00525631,0.001748105,0.0003739469,0.0004593536,0.004095778],"category_scores_gemma":[0.000441074,0.0001577891,0.0001032691,0.001139702,0.009044501,0.001158663,0.002090293,0.0005916567,0.0001929937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004281201,"about_ca_system_score_gemma":0.002315451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.033727,"about_ca_topic_score_gemma":0.07533789,"domain_scores_codex":[0.9995542,0.0001701989,0.00000907386,0.00006313879,0.00007868173,0.0001247851],"domain_scores_gemma":[0.9997757,0.00006104585,0.00003229182,0.0000188291,0.00002744293,0.00008477179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004410146,0.00001957807,0.01490863,0.00006071631,0.000005895339,0.001600902,0.9030707,0.0001703481,0.00250849,0.06160271,0.001835808,0.01417216],"study_design_scores_gemma":[0.00001168642,0.00008241407,0.04945224,0.0001114182,0.000009593183,0.001280348,0.7519261,0.001418481,0.001042041,0.007174124,0.187461,0.00003051957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946628,0.0002372204,0.001449198,0.001605346,0.00002643399,0.00003899865,0.00003208476,0.00001783611,0.04996489],"genre_scores_gemma":[0.9922426,0.0001371791,0.0003454153,0.00006424502,0.000008228045,0.000007648418,0.00001334571,0.000005369237,0.007176013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.033727,"threshold_uncertainty_score":0.06706136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06590580350528072,"score_gpt":0.3935143839081464,"score_spread":0.3276085804028657,"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."}}