{"id":"W4400923535","doi":"10.2139/ssrn.4899860","title":"Inequality of Opportunity and Income Redistribution","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Redistribution (election); Inequality; Redistribution of income and wealth; Economic inequality; Economics; Income distribution; Demographic economics; Political science; Mathematics; Economic growth; Unemployment; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.008734038,0.0000848898,0.0001644823,0.00007446076,0.0003664558,0.00007698644,0.0001600033,0.0001001567,0.00007160477],"category_scores_gemma":[0.0005468974,0.00007355311,0.00008123229,0.00025723,0.0002065443,0.0003500448,0.00003517207,0.0009991648,0.000004821918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008518322,"about_ca_system_score_gemma":0.003941302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650721,"about_ca_topic_score_gemma":0.002826823,"domain_scores_codex":[0.9977316,0.0004142104,0.000335806,0.0001340354,0.0003714831,0.00101291],"domain_scores_gemma":[0.9994127,0.0001116572,0.000110862,0.00009671551,0.0001239023,0.0001441267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001811143,0.00002823472,0.005214686,0.00002856719,0.00004520671,0.000002489802,0.001415653,2.121079e-7,0.00008676486,0.978537,0.0001376538,0.01448542],"study_design_scores_gemma":[0.0002114946,0.0001969496,0.005999154,0.00005750911,0.00003767761,0.00004198238,0.006732352,0.00006758463,0.00008062516,0.9709561,0.01546506,0.0001535106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666215,0.005187646,0.00682828,0.0033638,0.0007937818,0.0001334549,0.00003782436,0.00007938468,0.0169543],"genre_scores_gemma":[0.9942682,0.004666953,0.00001262247,0.00004332687,0.0004296213,0.000001174849,0.000005818773,0.000006085762,0.0005662256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02764664,"threshold_uncertainty_score":0.69917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309084484477071,"score_gpt":0.3306748648621698,"score_spread":0.2997664164144627,"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."}}