{"id":"W2124065601","doi":"10.3968/4704","title":"Class, Status and Consumption Pattern: Evidence From Urban China","year":2014,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); China; Class (philosophy); Social class; Demographic economics; Socioeconomics; Sociology; Economics; Geography; Social science; Computer science; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005060824,0.00007702506,0.0001148968,0.00003943738,0.000969237,0.0001229567,0.0002503601,0.00007614126,0.0003852244],"category_scores_gemma":[0.0001484696,0.00007273037,0.00003065484,0.000395994,0.001624878,0.0005526741,0.00004352521,0.0000791948,0.00002214585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695302,"about_ca_system_score_gemma":0.0003734566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009888424,"about_ca_topic_score_gemma":0.0002149199,"domain_scores_codex":[0.9986748,0.000130867,0.0001536921,0.000248171,0.0005268497,0.000265642],"domain_scores_gemma":[0.9993202,0.00009877171,0.0001559375,0.00008327387,0.000189113,0.0001526651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006941008,0.00009139116,0.3527556,0.00001676452,0.000005558184,4.160948e-8,0.08586635,4.918847e-7,0.002187937,0.5088099,0.00227195,0.0479871],"study_design_scores_gemma":[0.00005586592,0.00001329837,0.9557227,0.00002973097,0.000009844256,2.662985e-8,0.002003037,0.00001496565,0.00003909509,0.005708422,0.03630276,0.0001002107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663925,0.0002583889,0.00003931801,0.002132648,0.001223372,0.0001243309,0.000006024515,0.00003921283,0.02978419],"genre_scores_gemma":[0.9959831,0.0002033593,0.00009287713,0.0002962375,0.0006821555,0.000009662089,0.000006091432,0.000003746276,0.002722775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029671,"threshold_uncertainty_score":0.9967048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850753517397256,"score_gpt":0.3395002093179115,"score_spread":0.3109926741439389,"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."}}