{"id":"W2113496801","doi":"10.2139/ssrn.2638669","title":"Measuring Economic Inequality and Risk: A Unifying Approach Based on Personal Gambles, Societal Preferences and References","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Inequality; Economic inequality; Economics; Econometrics; Actuarial science; Mathematical economics; Mathematics","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":[0.01615755,0.0002473563,0.000423442,0.0002626766,0.0004588043,0.0007747535,0.0005089575,0.0001341197,0.00002318205],"category_scores_gemma":[0.00102971,0.0001765004,0.0001098761,0.0001532504,0.0001745969,0.0005169593,0.0001102714,0.001451959,0.00002912244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006328471,"about_ca_system_score_gemma":0.002371132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002638535,"about_ca_topic_score_gemma":0.001097771,"domain_scores_codex":[0.996341,0.0004609541,0.0006891245,0.0006298703,0.0007700338,0.001108982],"domain_scores_gemma":[0.9981443,0.0005783212,0.0005552229,0.0002477579,0.0001850084,0.000289344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002728802,0.0001142593,0.2274439,0.000003986271,0.00006580268,0.00000245056,0.001118057,0.00109534,0.00001032262,0.002910323,0.0002256732,0.766737],"study_design_scores_gemma":[0.00226195,0.001217316,0.02609418,0.00005715355,0.00009491882,0.0003630518,0.02853174,0.05387459,0.0000201045,0.8860409,0.0007920795,0.0006519652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947619,0.001196599,0.002225326,0.0002016861,0.0001968056,0.00009297173,0.00001616095,0.00002300042,0.001285516],"genre_scores_gemma":[0.9978018,0.0008110072,0.001062487,0.00004708371,0.0001559305,0.00000402672,0.000002238083,0.00001390476,0.0001015312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8831306,"threshold_uncertainty_score":0.7470966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2664098658438554,"score_gpt":0.3701803614205095,"score_spread":0.1037704955766541,"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."}}