{"id":"W2218499472","doi":"10.2501/ijmr-2015-041","title":"Why Chinese Elites buy what they buy","year":2015,"lang":"en","type":"article","venue":"International Journal of Market Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Office for Philosophy and Social Sciences; Jilin University; University of Glasgow","keywords":"Veblen good; Frugality; Conspicuous consumption; Consumption (sociology); China; Elite; Economics; Argument (complex analysis); Durable good; Empirical research; Mainstream; Context (archaeology); Positive economics; Neoclassical economics; Sociology; Classical economics; Institutional economics; Social science; Politics; Microeconomics; Political science; Law","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003964934,0.0001085728,0.0001446771,0.000978883,0.00009305779,0.001988975,0.0009158833,0.00005362555,0.00184044],"category_scores_gemma":[0.001375642,0.00008562109,0.0001205872,0.0003014658,0.00008548408,0.003342722,0.0002433621,0.0003743421,0.0003543288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105339,"about_ca_system_score_gemma":0.00009989097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003029899,"about_ca_topic_score_gemma":0.0001327735,"domain_scores_codex":[0.9972492,0.00009263133,0.0004546995,0.0001568274,0.001837035,0.0002095547],"domain_scores_gemma":[0.9945217,0.0001926552,0.0002727073,0.0001819044,0.004781679,0.00004930027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001368073,0.0004874523,0.1605323,0.00003892907,0.0001920427,0.0001670815,0.0002761233,0.00001428932,0.002013287,0.001683365,0.4277503,0.4054768],"study_design_scores_gemma":[0.001744248,0.00001402785,0.2376687,0.0002189269,0.00002808601,0.0000933546,0.001314168,0.0005670807,0.00005416088,0.01339474,0.7447131,0.0001894299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638343,0.001038927,0.00007327538,0.01889142,0.003893648,0.0001455116,0.00000260639,0.00002654474,0.01209374],"genre_scores_gemma":[0.9942451,0.0005064263,0.00007602268,0.0008837004,0.002166893,0.000008424,0.00001327853,0.00001688519,0.002083274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052874,"threshold_uncertainty_score":0.999072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134239539465907,"score_gpt":0.3931514051603569,"score_spread":0.2797274512137662,"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."}}