{"id":"W4403190714","doi":"10.2139/ssrn.4978012","title":"The Impact of Daylight Saving Time (Dst) on Electricity Consumption in Iran","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Consumption (sociology); Electricity; Daylight; Environmental science; Agricultural economics; Natural resource economics; Economics; Business; Environmental economics; Engineering; Electrical engineering; Physics; Art","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":[0.0004514077,0.0001840783,0.0002388275,0.0005853114,0.0003436025,0.0009333361,0.0004806222,0.0005213252,0.002831171],"category_scores_gemma":[0.001025247,0.0001672442,0.0006912418,0.001399908,0.0004218046,0.0004816355,0.0004829333,0.0007417246,0.0002719759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003825733,"about_ca_system_score_gemma":0.002378946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.159558,"about_ca_topic_score_gemma":0.1665391,"domain_scores_codex":[0.9995412,0.00006333572,0.00002649192,0.00005567062,0.00008922998,0.0002241544],"domain_scores_gemma":[0.9991911,0.00014391,0.000258664,0.00002890269,0.0002296819,0.0001476662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000999752,0.0004357805,0.9398558,0.0001539499,0.0003120778,0.0007655867,0.001395794,0.01170679,0.002809724,0.01015658,0.005742248,0.02566588],"study_design_scores_gemma":[0.00001245575,0.0001121914,0.9926771,0.00001242623,0.00008482616,0.00007625649,0.001441387,0.001487568,0.000383982,0.0004989259,0.003199434,0.00001347735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930866,0.0005109965,0.0001135888,0.0009313995,0.00002231156,0.000006531701,0.000621465,0.00001077375,0.004696367],"genre_scores_gemma":[0.9986401,0.0002078916,0.00005233794,0.00005217996,0.00001478918,0.00000241049,0.0002588741,0.000003141439,0.000768327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159558,"threshold_uncertainty_score":0.3172587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167843454554513,"score_gpt":0.2681703995366814,"score_spread":0.2564919649911362,"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."}}