{"id":"W4387246990","doi":"10.3386/w31742","title":"Do Consumers Acquire Information Optimally? Experimental Evidence from Energy Efficiency","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Energy Efficiency and Management","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Pittsburgh","keywords":"Efficient energy use; Energy (signal processing); Computer science; Business; Mathematics; Statistics; Engineering; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007974532,0.0006513663,0.0008310747,0.0003913704,0.0004544346,0.001573799,0.0007387506,0.002930502,0.01122539],"category_scores_gemma":[0.0529597,0.0006997958,0.0004840188,0.0003814824,0.002039261,0.002616848,0.001120296,0.001851797,0.001140246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006400964,"about_ca_system_score_gemma":0.0006106133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126276,"about_ca_topic_score_gemma":0.0008675622,"domain_scores_codex":[0.9949876,0.003267805,0.0003089527,0.000501739,0.0006335944,0.0003002282],"domain_scores_gemma":[0.8660332,0.1063228,0.01490924,0.01028439,0.001660148,0.0007901961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07657495,0.1165111,0.2606764,0.005442821,0.003258826,0.001134299,0.006606591,0.04159828,0.06022926,0.1206789,0.01790239,0.2893862],"study_design_scores_gemma":[0.04212875,0.05242879,0.3919871,0.001154112,0.002362611,0.001057867,0.005504027,0.09412625,0.06321842,0.313769,0.03168751,0.0005755845],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775345,0.0004065713,0.002894992,0.002712931,0.00004660618,0.0002483717,0.0002543431,0.00002951083,0.01587211],"genre_scores_gemma":[0.9945843,0.0003441522,0.001860024,0.0008690165,0.00002800136,0.0002400247,0.0001630641,0.00001054799,0.001900933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122539,"threshold_uncertainty_score":0.04217386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3829295128463889,"score_gpt":0.5095084939876632,"score_spread":0.1265789811412743,"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."}}