{"id":"W4387504688","doi":"10.1017/s0305741023001261","title":"China's Prosperous Middle Class and Consumption-led Economic Growth: Lessons from Household Survey Data","year":2023,"lang":"en","type":"article","venue":"The China Quarterly","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Consumption (sociology); Middle class; China; Consumption function; Economics; Macro; Demographic economics; Aggregate data; Geography; Macroeconomics; Market economy; Statistics; Production (economics)","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":[0.001229753,0.0002089958,0.0002814979,0.001490494,0.0004109849,0.0006006884,0.0003060224,0.000181871,0.002271909],"category_scores_gemma":[0.002491814,0.00009433102,0.0003341696,0.002531587,0.0003522075,0.0005691957,0.0007111859,0.0003619695,0.0001764235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006794805,"about_ca_system_score_gemma":0.0008901639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08417382,"about_ca_topic_score_gemma":0.1057874,"domain_scores_codex":[0.9997186,0.00008378131,0.00002088549,0.00004902039,0.00005207416,0.00007560208],"domain_scores_gemma":[0.9979287,0.0005350609,0.0006028717,0.000221489,0.0003905718,0.0003212486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000172278,0.00001307807,0.9932769,0.00001939332,0.00005192655,0.00004781978,0.0002857816,0.0003538435,0.00005730155,0.0007433416,0.001051423,0.004081885],"study_design_scores_gemma":[0.000003490233,0.00001465062,0.9954665,0.00001508692,0.0000272358,0.000008512348,0.0006145964,0.001928697,0.00006466346,0.0003464997,0.001504226,0.000005863348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994056,0.0002707102,0.0003358187,0.0008055297,0.00001125153,0.00001477467,0.002056632,0.000008401432,0.002440893],"genre_scores_gemma":[0.9985033,0.0001094673,0.0001193962,0.0000583192,0.0000106025,0.000009884615,0.0009245051,0.000001401953,0.0002631468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08417382,"threshold_uncertainty_score":0.1673678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322069998932132,"score_gpt":0.3337495888859714,"score_spread":0.2015425889927582,"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."}}