{"id":"W2990928200","doi":"10.3390/jrfm12040173","title":"Financial Development and Income Inequality in Emerging Markets: A New Approach","year":2019,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic inequality; Inequality; Economics; Nexus (standard); Sample (material); Income distribution; Emerging markets; Income inequality metrics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001735429,0.0003601264,0.0005559217,0.005101982,0.0009361909,0.002880189,0.0006167814,0.0005883864,0.003965627],"category_scores_gemma":[0.003462048,0.0001177216,0.0006234389,0.003734732,0.001727499,0.004282786,0.002505885,0.001898882,0.000119021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138947,"about_ca_system_score_gemma":0.001468308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007800293,"about_ca_topic_score_gemma":0.009192013,"domain_scores_codex":[0.9993213,0.0003281583,0.00004234436,0.00009929391,0.0001136781,0.00009527298],"domain_scores_gemma":[0.9965977,0.002205703,0.0005861858,0.0001048594,0.0002641039,0.0002414432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001344429,0.0002978267,0.5888347,0.0004538094,0.0003218651,0.001141638,0.009711048,0.003651072,0.0003851618,0.2781651,0.003064118,0.1138392],"study_design_scores_gemma":[0.00003566248,0.0003977529,0.6094036,0.001336249,0.0003040689,0.0006732962,0.0345323,0.04968118,0.0004927956,0.2684501,0.03458147,0.000111592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718406,0.02434767,0.04254817,0.01640312,0.000493355,0.0002080253,0.001124363,0.000042344,0.04299236],"genre_scores_gemma":[0.9904774,0.004363303,0.003478969,0.0003124962,0.0003096324,0.000064636,0.0001068506,0.000004412105,0.0008823887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007800293,"threshold_uncertainty_score":0.01550978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849032351338626,"score_gpt":0.2699015107074554,"score_spread":0.2514111871940691,"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."}}