{"id":"W2584964891","doi":"10.1017/s0305741016001569","title":"Reforming China's State-owned Enterprises: From Structure to People","year":2017,"lang":"en","type":"article","venue":"The China Quarterly","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"China; Elite; Professionalization; State capitalism; Business; Market economy; State (computer science); Communism; Corporate governance; Economic system; Capitalism; State owned; Human resource management; Accounting; Economics; Political science; Finance; Management; Politics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004353028,0.0002165812,0.0003024883,0.00002598503,0.002861376,0.0006734801,0.001636049,0.00009344641,0.0003625906],"category_scores_gemma":[0.00009140575,0.0001359945,0.0001382608,0.00005660402,0.0002159283,0.0007661743,0.00009817975,0.0002766937,0.0001663595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605522,"about_ca_system_score_gemma":0.00011923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1562459,"about_ca_topic_score_gemma":0.1143676,"domain_scores_codex":[0.9984498,0.00008423424,0.0002761289,0.0003646378,0.0003218424,0.0005033746],"domain_scores_gemma":[0.9982848,0.00004659095,0.0003778897,0.001066531,0.0000279506,0.0001962067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001095422,0.00004210836,0.02454608,0.000009619698,0.00007210469,0.000007312415,0.8423924,0.00001567325,0.0004063083,0.003117514,0.002069126,0.1272122],"study_design_scores_gemma":[0.0004771779,0.0001667542,0.8877358,0.0000472806,0.00001738668,0.000001259747,0.009689682,0.00004114932,0.00009768367,0.07683156,0.02455404,0.0003402023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798601,0.00006637474,0.0001340415,0.009922907,0.001043272,0.0003789538,0.0001776168,0.00006755705,0.008349175],"genre_scores_gemma":[0.9950837,0.0000461918,0.000114023,0.0002743198,0.0007231255,0.00001379326,0.000008629931,0.00002348594,0.003712688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8631898,"threshold_uncertainty_score":0.9984367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006709640972949104,"score_gpt":0.2684771309952959,"score_spread":0.2617674900223468,"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."}}