{"id":"W2997120001","doi":"10.4000/ress.5630","title":"Financial volatility and the evolution of wealth inequality in Europe","year":2019,"lang":"en","type":"article","venue":"Revue européenne des sciences sociales","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economics; Inequality; Volatility (finance); Income inequality metrics; Welfare; National wealth; Wealth elasticity of demand; Income distribution; Distribution (mathematics); Labour economics; Financial economics; Finance; Market economy","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":[0.0007346001,0.0001120988,0.0002288856,0.001098969,0.0003577433,0.001831645,0.0002460388,0.0005446889,0.001256599],"category_scores_gemma":[0.002439937,0.00008205763,0.0002597455,0.001491229,0.0007779277,0.001100959,0.00118514,0.000425723,0.00007969078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007419696,"about_ca_system_score_gemma":0.0001838019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004304728,"about_ca_topic_score_gemma":0.002337705,"domain_scores_codex":[0.9997821,0.00006847151,0.00001816718,0.00004397306,0.00002953361,0.00005778463],"domain_scores_gemma":[0.9994118,0.0001438177,0.0002647916,0.00004308889,0.0000636526,0.00007287208],"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":[0.0005720268,0.0001176701,0.8075273,0.00007543595,0.0003395908,0.001334003,0.00167501,0.02758662,0.001060547,0.1137455,0.002106876,0.04385942],"study_design_scores_gemma":[0.00002184856,0.00008358957,0.9556314,0.00007957817,0.00003874304,0.0004248338,0.001280612,0.01224026,0.0002849562,0.02498051,0.004904364,0.00002937787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930583,0.000930834,0.000610563,0.0005992983,0.00001121671,0.000002963005,0.0002248358,0.000006438322,0.004555432],"genre_scores_gemma":[0.9995455,0.0001815417,0.00006018388,0.00001780634,0.000006695118,0.000001214678,0.00008754616,0.000001134332,0.00009829721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004304728,"threshold_uncertainty_score":0.008559346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0903246822609161,"score_gpt":0.2611968494727473,"score_spread":0.1708721672118312,"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."}}