{"id":"W4403615186","doi":"10.1111/1475-4932.12838","title":"Inequality of Opportunity and the Probability of Being Very Rich or Very Poor","year":2024,"lang":"en","type":"article","venue":"Economic Record","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Australian Research Council","keywords":"Inequality; Economics; Mathematics","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":[0.00534585,0.0001020859,0.0003746562,0.00004859534,0.0001579602,0.00005186,0.0002348598,0.00009094291,0.0006079354],"category_scores_gemma":[0.0008704272,0.00006912999,0.0001165236,0.000113303,0.0006904998,0.0003054917,0.00009809726,0.0001437541,0.00001314358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680889,"about_ca_system_score_gemma":0.0006640819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686264,"about_ca_topic_score_gemma":0.006500652,"domain_scores_codex":[0.9982518,0.000597199,0.0006052802,0.0002414483,0.0001107892,0.0001934627],"domain_scores_gemma":[0.9982321,0.001175068,0.0001979151,0.000267127,0.00004541997,0.0000823692],"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":[0.0009698441,0.0001661929,0.1404811,0.0009911538,0.0002271883,0.000003791454,0.02945669,0.000006574423,0.00004814217,0.7459995,0.004870169,0.07677962],"study_design_scores_gemma":[0.002312581,0.0004044797,0.08511365,0.0003060086,0.0001989356,0.000003859227,0.01227444,0.001865017,0.00104386,0.7619503,0.1337295,0.000797396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564706,0.00009696113,0.00004019218,0.001399043,0.001093625,0.0003033927,0.00004114274,0.00003243738,0.04052262],"genre_scores_gemma":[0.9983413,0.0004230285,0.0001736764,0.000127252,0.0002404058,0.00001252642,0.000002795609,0.000007161959,0.0006718572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288593,"threshold_uncertainty_score":0.9896842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06764218363878342,"score_gpt":0.3209891012518173,"score_spread":0.2533469176130339,"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."}}