{"id":"W2102134654","doi":"10.25336/p63w4d","title":"Income inequality, status seeking, and savings rates in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Economic inequality; Consumption (sociology); Demographic economics; Inequality; Personal income; Per capita; Per capita income; Total personal income; Consumer Expenditure Survey; Income inequality metrics; Income distribution; Labour economics; Public economics; Economic growth; Demography; Population; Gross income; Aggregate expenditure; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165599,0.0001011354,0.0002332084,0.0001758326,0.0003108771,0.00002844268,0.00008969586,0.00005972008,0.00001671685],"category_scores_gemma":[0.001378524,0.0001081437,0.00001207897,0.0003405839,0.0001098217,0.0001839444,0.00003551517,0.0001176915,0.00000132921],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891664,"about_ca_system_score_gemma":0.0008540489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998904,"about_ca_topic_score_gemma":0.9999974,"domain_scores_codex":[0.9984339,0.0003479442,0.0003213158,0.0001964683,0.0002135462,0.0004868021],"domain_scores_gemma":[0.9993373,0.0002050894,0.00008009261,0.0001110788,0.00006682362,0.0001996527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001965447,0.000002117128,0.9763939,0.00002297897,0.000004177003,0.000003149056,0.007691017,0.00001622298,4.440193e-7,0.01321625,0.0002264209,0.002421328],"study_design_scores_gemma":[0.0001771858,0.000007878038,0.976742,0.00004711612,0.00000258826,1.460306e-7,0.008065155,0.0002072285,5.411322e-7,0.006334494,0.008274081,0.0001416198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926006,0.0004145787,0.000002679034,0.0006513831,0.0005636101,0.0001526497,0.00001478251,0.000009015881,0.00559071],"genre_scores_gemma":[0.9990124,0.0001691447,0.00002938809,0.0005791537,0.0001099192,0.000009788846,0.00001274794,0.000006652053,0.00007081547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008047661,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484701126688803,"score_gpt":0.3401953007010157,"score_spread":0.2917251880321354,"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."}}