{"id":"W1535355900","doi":"10.2139/ssrn.998545","title":"The Global Joint Distribution of Income and Health","year":2008,"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 Guelph","funders":"","keywords":"Income distribution; Distribution (mathematics); Joint (building); Economics; Econometrics; Mathematics; Inequality; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004828681,0.00005926708,0.0001288171,0.00001006527,0.001667782,0.00002530497,0.0001481453,0.00004145404,0.000004311826],"category_scores_gemma":[0.0001405039,0.00004054753,0.00005950805,0.000154337,0.0002989747,0.0001181566,0.00002398264,0.0004624955,0.000002389136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774167,"about_ca_system_score_gemma":0.003708677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476875,"about_ca_topic_score_gemma":0.01599954,"domain_scores_codex":[0.9979044,0.0002792912,0.0002718817,0.00007618717,0.0003274876,0.001140781],"domain_scores_gemma":[0.9995021,0.00003277283,0.000207602,0.00007648774,0.00009008419,0.00009101272],"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":[0.00001465338,0.00002309068,0.06462317,0.000002585668,0.00002079642,4.26394e-7,0.0008179808,6.869253e-7,0.000001401091,0.9263301,0.0001943872,0.007970693],"study_design_scores_gemma":[0.0004692292,0.0003878653,0.3518821,0.00001704231,0.000007680685,0.0001564158,0.006189928,0.00001435524,0.00000861955,0.6247633,0.01598994,0.0001135529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976946,0.006771518,0.002729951,0.01008463,0.0003201792,0.0001233014,0.00001256599,0.00001764273,0.002994231],"genre_scores_gemma":[0.9743198,0.02516505,0.000007155354,0.00007049424,0.0002186229,6.986389e-7,0.000001687266,0.000002274601,0.0002141874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3015669,"threshold_uncertainty_score":0.9996319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898134620102187,"score_gpt":0.3205964891332413,"score_spread":0.2916151429322195,"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."}}