{"id":"W3124226182","doi":"10.2139/ssrn.2314815","title":"Income Inequality, Equality of Opportunity, and Intergenerational Mobility","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":207,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada; University of Ottawa","funders":"Queen's University; University of Lethbridge; Carnegie Foundation for the Advancement of Teaching","keywords":"Earnings; Human capital; Economics; Inequality; Social mobility; Labour economics; Investment (military); Economic inequality; Demographic economics; Quality (philosophy); Economic growth; Finance; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005052268,0.0001114183,0.0001970597,0.00008342236,0.0006075884,0.00007239619,0.0002063045,0.00006919027,0.0005807213],"category_scores_gemma":[0.0007955487,0.00009778281,0.00008425951,0.0001476904,0.0003141337,0.0004424966,0.00008430267,0.0005298701,0.00001660422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737482,"about_ca_system_score_gemma":0.002973497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007599432,"about_ca_topic_score_gemma":0.01390951,"domain_scores_codex":[0.9974581,0.0005072952,0.000537528,0.0001595768,0.0004778663,0.0008596258],"domain_scores_gemma":[0.9985827,0.0001899604,0.0002226304,0.0001005146,0.000738759,0.0001654748],"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":[0.000009454213,0.0001318859,0.04777729,0.00001011848,0.00009021987,6.670417e-8,0.002390099,0.000006316202,0.0002229608,0.9469301,0.0003540781,0.002077439],"study_design_scores_gemma":[0.0001805146,0.0001123025,0.04948947,0.00001310441,0.00001500333,0.00001229877,0.01435251,0.00003877092,0.00008216199,0.9338824,0.001660507,0.0001610105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838732,0.0005534223,0.001479019,0.01018388,0.0003496862,0.0001584919,0.000009214414,0.00001477992,0.003378336],"genre_scores_gemma":[0.9951708,0.001225195,0.0001719982,0.0002193567,0.0005692877,0.00002110636,0.00001040451,0.000005897431,0.002605957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304772,"threshold_uncertainty_score":0.9990091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357619629367608,"score_gpt":0.3510402566596292,"score_spread":0.2974640603659531,"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."}}