{"id":"W2941287653","doi":"10.31219/osf.io/u95dk","title":"Hierarchy and the Power-Law Income Distribution Tail","year":2018,"lang":"en","type":"article","venue":"","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Hierarchy; Distribution (mathematics); Economics; Pareto distribution; Power (physics); Power law; Hierarchical organization; Income distribution; Mathematics; Market economy; Inequality; Physics; Statistics; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000790079,0.0001622937,0.0002867852,0.0005286419,0.0005113027,0.001125482,0.0005352619,0.0005655352,0.005619578],"category_scores_gemma":[0.00751356,0.0001605297,0.0003051894,0.0004463456,0.001685926,0.002272056,0.000749834,0.0007069757,0.000460916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007650225,"about_ca_system_score_gemma":0.0003708652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006840071,"about_ca_topic_score_gemma":0.004624842,"domain_scores_codex":[0.9998017,0.00008812016,0.000003690451,0.00002317935,0.00002601659,0.00005729426],"domain_scores_gemma":[0.9980716,0.001154251,0.000240853,0.0002185546,0.0001128864,0.0002018788],"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":[0.0003264714,0.0002308237,0.09547399,0.0001032935,0.00009249163,0.000734365,0.002803502,0.2056786,0.003223782,0.6542186,0.007618892,0.02949521],"study_design_scores_gemma":[0.0001010735,0.00008082447,0.04574455,0.00004226481,0.00002449812,0.0001789705,0.001390155,0.3538373,0.0007922011,0.5938134,0.003955645,0.00003909016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528627,0.0001519944,0.02017172,0.001819251,0.00001657524,0.00001987587,0.0001259627,0.0001086299,0.02472339],"genre_scores_gemma":[0.9988453,0.00004284588,0.0005805837,0.00005326788,0.000006309976,0.000004495281,0.00001861489,0.000009884248,0.0004386966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006840071,"threshold_uncertainty_score":0.01879936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074064007688876,"score_gpt":0.305715593113732,"score_spread":0.2849749530368432,"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."}}