{"id":"W628619196","doi":"","title":"Changing patterns in the distribution of economic welfare : an economic perspective","year":2010,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Income distribution; Economic inequality; Inequality; Income inequality metrics; Unemployment; Distribution (mathematics); Economics; Earnings; Welfare state; Social inequality; Welfare; Development economics; Demographic economics; Political science; Economic growth; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033994,0.0001586828,0.000219123,0.000169751,0.0003608863,0.00004359663,0.0006811398,0.0002806509,0.000009460189],"category_scores_gemma":[0.000007067671,0.0001667397,0.0001148441,0.000009197942,0.0003053375,0.0001501634,0.0001048568,0.0003382178,0.000005896673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417014,"about_ca_system_score_gemma":0.000741991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140229,"about_ca_topic_score_gemma":0.003164591,"domain_scores_codex":[0.9990516,0.0001612167,0.0001285344,0.000264489,0.0001264766,0.0002677215],"domain_scores_gemma":[0.9993882,0.000068961,0.000192917,0.0002303943,0.00004802639,0.0000714897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001727322,0.000006154764,0.00007419139,0.00001189781,0.00002207166,0.00001145888,0.008108748,0.000002989375,4.030609e-7,0.9860522,0.005461866,0.000230723],"study_design_scores_gemma":[0.0002140865,0.0000172049,0.001617364,0.00003554333,0.0000342164,0.000001354674,0.01057162,0.00001525107,0.00001141144,0.00007420188,0.9871846,0.0002230988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02760389,0.00001114599,0.00001104223,0.0004028166,0.0002743398,0.0003671024,0.0006337333,0.00002291256,0.970673],"genre_scores_gemma":[0.2277711,0.00005877674,0.000002820489,0.00002564866,0.0003964857,0.00000154001,0.0002619826,0.00001146512,0.7714701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.985978,"threshold_uncertainty_score":0.9951808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110324614638991,"score_gpt":0.2536553110583592,"score_spread":0.2325520649119693,"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."}}