{"id":"W4296250676","doi":"10.2139/ssrn.4207095","title":"Inequality of Opportunity and Income Redistribution","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Redistribution (election); Inequality; Economic inequality; Redistribution of income and wealth; Economics; Demographic economics; Income distribution; Labour economics; Political science; Economic growth; Mathematics; Unemployment","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":[0.01163082,0.00007576796,0.000173706,0.00006413687,0.00127484,0.00002402123,0.0002465189,0.00004720878,0.000220088],"category_scores_gemma":[0.0005022991,0.00007561388,0.00007201329,0.0002540763,0.0001680852,0.000201671,0.0001077718,0.001254861,9.534338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423306,"about_ca_system_score_gemma":0.003672756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536461,"about_ca_topic_score_gemma":0.002175723,"domain_scores_codex":[0.9969398,0.0009796094,0.0003446914,0.0001211462,0.0005557074,0.001059013],"domain_scores_gemma":[0.9992695,0.00007958401,0.0002860979,0.0001151379,0.0001171538,0.0001325571],"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":[0.00006354505,0.0000982045,0.02865271,0.000007805701,0.00003721433,0.000001630342,0.002115955,0.000002587522,0.00008480633,0.9625387,0.0001491677,0.006247708],"study_design_scores_gemma":[0.0006552067,0.0005205156,0.01672604,0.000006639445,0.00003113838,0.00006199182,0.03357847,0.00003275419,0.00004410321,0.928435,0.01970491,0.0002032067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872972,0.0007768081,0.001271099,0.001897126,0.0003534827,0.0001128383,0.0000465029,0.00002460915,0.008220331],"genre_scores_gemma":[0.9981598,0.001080881,0.000009652334,0.00009803622,0.0001961324,0.000003584146,0.00001011585,0.000005058401,0.0004367315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03410364,"threshold_uncertainty_score":0.9805164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078824784944695,"score_gpt":0.3147846057576332,"score_spread":0.2839963579081862,"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."}}