{"id":"W2746569668","doi":"10.1093/ser/mwx027","title":"Power, policy, and top income shares","year":2017,"lang":"en","type":"article","venue":"Socio-Economic Review","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Economics; Income shares; Financialization; Politics; Income distribution; Labour economics; Investment (military); Productivity; Monetary economics; Market economy; Macroeconomics; Inequality","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001165346,0.0002560419,0.000907184,0.0001202816,0.0005183812,0.0002708798,0.000743738,0.0001346507,0.003335021],"category_scores_gemma":[0.0003698425,0.0002950194,0.0002501653,0.00002428241,0.0002745528,0.0006087881,0.0003061277,0.0001827622,0.005652458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508191,"about_ca_system_score_gemma":0.00007223764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007154785,"about_ca_topic_score_gemma":0.00002079203,"domain_scores_codex":[0.9981756,0.00003005777,0.0008444848,0.0005434001,0.000008856158,0.0003976653],"domain_scores_gemma":[0.9976155,0.00009244175,0.0009202982,0.001177801,0.000009401564,0.0001846267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003363855,0.000009986135,0.02849174,0.0003658688,0.00006059372,0.000001952917,0.0001477115,5.353962e-7,5.272937e-7,0.962189,0.003319005,0.005409731],"study_design_scores_gemma":[0.0004244905,0.00003410533,0.01906481,0.000339586,0.00001033242,0.00002218591,0.0000230439,0.00001412862,0.000003925489,0.3288484,0.6507993,0.0004157337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3089576,0.2375369,0.00001915236,0.0210275,0.001044184,0.0006982409,0.000771953,0.00008272594,0.4298617],"genre_scores_gemma":[0.8020766,0.1850549,0.0001031553,0.004652826,0.0006928489,0.00006235563,0.00001497563,0.00005330034,0.007289041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6474802,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770379753195711,"score_gpt":0.3051714656317547,"score_spread":0.2674676680997976,"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."}}