{"id":"W4404152304","doi":"10.1017/s0165115324000214","title":"Looping Bureaucracies. Imperial Administrations and Socio-Political Change in Asia (1750–1950)","year":2024,"lang":"en","type":"article","venue":"Itinerario","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Radboud Universiteit","keywords":"Bureaucracy; Politics; Asian studies; Political science; History; Ancient history; Archaeology; China; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246541,0.000172618,0.0001574249,0.001840653,0.003047122,0.003479733,0.0003131656,0.000472966,0.00216394],"category_scores_gemma":[0.001343388,0.0001852431,0.0001253361,0.002269716,0.01861144,0.002565591,0.001939588,0.001467697,0.0001707961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009888018,"about_ca_system_score_gemma":0.003837205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04253502,"about_ca_topic_score_gemma":0.07242832,"domain_scores_codex":[0.9995128,0.0001611047,0.00003534061,0.00007170207,0.00007196789,0.0001470139],"domain_scores_gemma":[0.9986254,0.0004852065,0.0004793131,0.0001388251,0.0001205528,0.0001507512],"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":[0.00003674921,0.00004405151,0.01553051,0.0001059177,0.00001018529,0.0004484765,0.3375797,0.0003927572,0.0003784147,0.6137713,0.00140933,0.03029256],"study_design_scores_gemma":[0.00003299454,0.0002000702,0.2228371,0.0008299712,0.00004530877,0.001120055,0.1536561,0.001393903,0.002254508,0.1101139,0.5074382,0.00007795478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7785852,0.009355802,0.0009112084,0.003890079,0.00007484423,0.00002688933,0.00005321331,0.0000349251,0.2070678],"genre_scores_gemma":[0.9936853,0.001394416,0.0001617352,0.00008486108,0.00002842045,0.000007022752,0.000008190432,0.000006595585,0.004623435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04253502,"threshold_uncertainty_score":0.08457488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608453404689081,"score_gpt":0.366527252122462,"score_spread":0.3104427180755712,"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."}}