{"id":"W2980645258","doi":"10.3386/w26385","title":"The Electric Gini: Income Redistribution through Energy Prices","year":2019,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Redistribution (election); Redistribution of income and wealth; Gini coefficient; Economics; Income distribution; Inequality; Econometrics; Economic inequality; Microeconomics; Mathematics; Political science","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":[0.001161667,0.0004394211,0.000403095,0.002473036,0.0003854671,0.001662455,0.0006266196,0.0004116122,0.006528135],"category_scores_gemma":[0.006609871,0.0001886233,0.0004629194,0.006164219,0.0007820723,0.001868646,0.001142908,0.001071892,0.0008367383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614805,"about_ca_system_score_gemma":0.0008078395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790187,"about_ca_topic_score_gemma":0.01466093,"domain_scores_codex":[0.9991392,0.0002693105,0.0000321837,0.0001679949,0.0002921281,0.00009917362],"domain_scores_gemma":[0.9984034,0.0006131539,0.0005108,0.0002118632,0.0001961544,0.00006461316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002909995,0.0001769914,0.3855395,0.0002398179,0.000268172,0.0001866223,0.0007307337,0.04923648,0.0004905437,0.3145663,0.1259982,0.1222756],"study_design_scores_gemma":[0.00009749123,0.0001312445,0.4310564,0.0001747031,0.0001455308,0.0005286182,0.001153295,0.1213991,0.002545295,0.2141308,0.2284943,0.0001431614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5493094,0.00345566,0.1370603,0.01042352,0.0004127925,0.0003965749,0.1370224,0.001500346,0.1604191],"genre_scores_gemma":[0.9223049,0.001458844,0.02066544,0.0003444159,0.0001735491,0.0002649643,0.04158607,0.0002142759,0.01298749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790187,"threshold_uncertainty_score":0.03559536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1651413984597661,"score_gpt":0.4343384867985686,"score_spread":0.2691970883388024,"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."}}