{"id":"W3148941098","doi":"10.3386/w24292","title":"Using Online Prices for Measuring Real Consumption Across Countries","year":2018,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Science Foundation","keywords":"Consumption (sociology); Economics; Business; Econometrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002534405,0.0007054913,0.0004641776,0.003823071,0.0003328158,0.002537406,0.0007788872,0.0006489401,0.0112446],"category_scores_gemma":[0.02685323,0.0003233868,0.0006232196,0.009913403,0.0004693864,0.003648212,0.001495752,0.0009469796,0.003849974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000861512,"about_ca_system_score_gemma":0.0007085523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025141,"about_ca_topic_score_gemma":0.006791736,"domain_scores_codex":[0.9934204,0.002799658,0.0004988307,0.0008999706,0.002143815,0.0002372922],"domain_scores_gemma":[0.9833731,0.006152336,0.003648439,0.003226549,0.003392467,0.0002071158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003463532,0.0006978036,0.2994312,0.001076684,0.000479899,0.0003288852,0.001231476,0.0516497,0.001579703,0.07095851,0.08077653,0.4914433],"study_design_scores_gemma":[0.0001884967,0.000873103,0.4587316,0.001012435,0.0005437069,0.001530034,0.002725575,0.1047094,0.01800357,0.1018817,0.309438,0.0003623645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3149069,0.002219999,0.351706,0.001642891,0.001295177,0.0008752682,0.1072527,0.001863715,0.2182374],"genre_scores_gemma":[0.7842615,0.001560384,0.1465432,0.0004254477,0.0004916132,0.001266844,0.05387807,0.0004190455,0.01115402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0112446,"threshold_uncertainty_score":0.03761691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6084780032252289,"score_gpt":0.5099659417535599,"score_spread":0.09851206147166902,"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."}}