{"id":"W2891186994","doi":"10.2139/ssrn.3240161","title":"The Curious Incident of Luxury Imports During the Top-Income Surge","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Bank of Canada","funders":"","keywords":"Surge; Economics; Consumption (sociology); Inequality; International economics; Demographic economics; International trade; Geography","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":[0.0008415707,0.0002016061,0.000245921,0.000551196,0.00228035,0.004610841,0.0002856565,0.003724071,0.007160941],"category_scores_gemma":[0.005496193,0.0001909641,0.0002463249,0.0009992484,0.001977653,0.00304224,0.001956142,0.006776202,0.00152922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128247,"about_ca_system_score_gemma":0.001442617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451808,"about_ca_topic_score_gemma":0.01815381,"domain_scores_codex":[0.9995746,0.00005806317,0.00001960719,0.0000479968,0.0001192834,0.0001803701],"domain_scores_gemma":[0.9985774,0.0002711568,0.0003475946,0.0001074106,0.0002566955,0.0004398683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008642236,0.0001471649,0.06789121,0.0002937011,0.00008977806,0.009772995,0.01887552,0.001510268,0.002318554,0.1690532,0.6750821,0.05410121],"study_design_scores_gemma":[0.00007269542,0.0001539953,0.1856019,0.0007596787,0.00004585865,0.002454377,0.03903853,0.001595778,0.001952898,0.04669144,0.7214788,0.0001540492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4354681,0.002972465,0.0007505837,0.436135,0.006068523,0.00002083069,0.001971328,0.0002247275,0.1163885],"genre_scores_gemma":[0.9350497,0.002416232,0.0002478907,0.03650135,0.003459604,0.00001468072,0.0004334828,0.000181521,0.0216956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01451808,"threshold_uncertainty_score":0.02886713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006510035382976349,"score_gpt":0.2137778176295292,"score_spread":0.2072677822465528,"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."}}