{"id":"W2918010299","doi":"10.3386/w25576","title":"Experimental Evidence on the Effect of Information and Pricing on Residential Electricity Consumption","year":2019,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Energy Efficiency and Management","field":"Energy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Consumption (sociology); Electricity; Economics; Electricity pricing; Environmental economics; Business; Econometrics; Agricultural economics; Electricity market; Engineering","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":[0.006314774,0.0001560779,0.0002940726,0.0007156176,0.0001209921,0.00004950021,0.0003062508,0.0001769943,0.0001945477],"category_scores_gemma":[0.001890517,0.0001161338,0.00008982862,0.0001230722,0.0001570063,0.0002402341,0.0001360946,0.0004043493,0.000107958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068591,"about_ca_system_score_gemma":0.0004675632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826244,"about_ca_topic_score_gemma":0.00005190287,"domain_scores_codex":[0.9970924,0.0003867834,0.0005430937,0.0002537634,0.001514555,0.0002094548],"domain_scores_gemma":[0.9954541,0.003497018,0.0004049029,0.0002662622,0.000348062,0.00002960421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00133416,0.00009399663,0.0007800203,0.0009796488,0.0002725507,0.000001163588,0.000167936,0.03598249,0.003354487,0.9263547,0.02441602,0.006262802],"study_design_scores_gemma":[0.00375153,0.01162906,0.01580854,0.005034051,0.0001388012,0.00002447563,0.0002033303,0.01394522,0.9001433,0.01877729,0.02941782,0.001126595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5421965,0.000781569,0.00001380479,0.000258,0.0004983469,0.001096582,0.00001389986,0.00001501315,0.4551263],"genre_scores_gemma":[0.9977279,0.0007816731,0.000007006189,0.00001932345,0.000136909,0.00008112699,0.00006868754,0.00001134819,0.001166002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9075775,"threshold_uncertainty_score":0.4735799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2006118132289677,"score_gpt":0.4712689645566296,"score_spread":0.2706571513276619,"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."}}