{"id":"W1514149482","doi":"10.3982/ecta13569","title":"The Dynamics of Inequality","year":2016,"lang":"en","type":"article","venue":"Econometrica","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":331,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Agence Nationale de la Recherche","keywords":"Inequality; Economics; Econometrics; Mathematical economics; Mathematics; Mathematical analysis","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":[0.001042585,0.0001137488,0.0003514412,0.0002457403,0.000114075,0.00003438388,0.0004315817,0.00006660214,0.0006405788],"category_scores_gemma":[0.0004389452,0.00007759839,0.0001545237,0.0003205616,0.0001733815,0.0001971564,0.00009994387,0.00005513662,0.0005989038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860858,"about_ca_system_score_gemma":0.00001664612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007836871,"about_ca_topic_score_gemma":0.00003661277,"domain_scores_codex":[0.9985455,0.00001329019,0.0008477177,0.0002911355,0.00001617134,0.0002862216],"domain_scores_gemma":[0.9982348,0.0005339477,0.0005433728,0.0005863525,0.00002712853,0.00007441013],"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":[0.0000107479,0.00002166631,0.03038677,0.000004456877,0.00003749178,1.420017e-7,0.00003158144,0.000003971912,0.000002035451,0.9545036,0.0006065186,0.01439103],"study_design_scores_gemma":[0.0007457402,0.0001021577,0.0252717,0.000008539839,0.000004026677,0.000001884139,0.0000849057,0.0009956376,0.0001357338,0.7818741,0.1904721,0.0003035415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5791327,0.006047476,0.06495958,0.01397565,0.002095087,0.0004405696,0.001528428,0.00009366243,0.3317268],"genre_scores_gemma":[0.992837,0.0005829207,0.0002077045,0.00006154471,0.00007099099,0.00001604789,0.000003297088,0.00001749617,0.00620304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4137042,"threshold_uncertainty_score":0.7697896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138064330231934,"score_gpt":0.2102425697544379,"score_spread":0.1788619264521186,"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."}}