{"id":"W7162015591","doi":"10.82308/54188","title":"Three essays in macroeconomics: wealth concentration and optimal progressive taxation","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capital (architecture); Capital accumulation; Distribution of wealth; Distribution (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656257,0.000710342,0.0007392749,0.001353432,0.001940331,0.006147891,0.0008426247,0.002158678,0.009458539],"category_scores_gemma":[0.006914907,0.0003903539,0.0009608847,0.00215568,0.004402971,0.003566519,0.00288299,0.002945371,0.0009732641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006803032,"about_ca_system_score_gemma":0.004089239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009034809,"about_ca_topic_score_gemma":0.01021048,"domain_scores_codex":[0.9991831,0.0002714455,0.00003938306,0.0001339265,0.0002294611,0.0001426134],"domain_scores_gemma":[0.9974832,0.001283162,0.0003338689,0.0002654344,0.000371645,0.0002627907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004155916,0.00003306175,0.001862388,0.0001503237,0.00002636682,0.0001022432,0.0007066519,0.006194727,0.0002230461,0.944809,0.02553553,0.02031513],"study_design_scores_gemma":[0.00002599499,0.00002827901,0.00403266,0.0004834818,0.00003922704,0.00008678981,0.0006586678,0.003466891,0.0003698939,0.8397803,0.150996,0.00003174038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09030875,0.1305946,0.07882745,0.2705579,0.004930359,0.0001117283,0.001166473,0.0001747625,0.423328],"genre_scores_gemma":[0.739441,0.09121183,0.01169946,0.009947912,0.006908733,0.000168361,0.0004224654,0.0002512112,0.1399491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009458539,"threshold_uncertainty_score":0.04935974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321932444815576,"score_gpt":0.2937844287621587,"score_spread":0.2805651043140029,"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."}}