{"id":"W2768640883","doi":"10.5547/01956574.39.2.wcai","title":"Vintage Capital, Technology Adoption and Electricity Demand-Side Management","year":2018,"lang":"en","type":"article","venue":"The Energy Journal","topic":"Energy Efficiency and Management","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Economics; Electricity; Subsidy; Demand side; Capital (architecture); Microeconomics; Energy (signal processing); Environmental economics; Industrial organization; 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":[0.0005352956,0.000173487,0.000146377,0.0003062736,0.0007351516,0.00008542427,0.0003918267,0.00008954173,0.0001724304],"category_scores_gemma":[0.00002244329,0.0001179117,0.00005595731,0.0004135529,0.0002651746,0.0001195845,0.0002044699,0.0002187576,0.00003156282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008785588,"about_ca_system_score_gemma":0.00001613203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558708,"about_ca_topic_score_gemma":0.0003917339,"domain_scores_codex":[0.998734,0.0001101876,0.0002683926,0.0002254879,0.0002444948,0.0004174547],"domain_scores_gemma":[0.9993634,0.00002502475,0.0001409155,0.0003083953,0.00006472708,0.00009759339],"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":[0.0000478307,0.00006714673,0.00003857737,0.000006264519,0.0001370595,0.00006951416,0.000197392,0.002502867,0.001373419,0.8243952,0.001721679,0.169443],"study_design_scores_gemma":[0.001911494,0.0009665585,0.003322345,0.00007727315,0.0002964429,0.001614038,0.002333179,0.004114661,0.01897428,0.1804141,0.7852274,0.0007482924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6541709,0.001627823,0.09088362,0.004912347,0.001099538,0.0001218986,8.151808e-7,0.0003004212,0.2468827],"genre_scores_gemma":[0.9919902,0.002235712,0.000813131,0.000762812,0.0004629136,0.00001433441,0.000001408758,0.00002045003,0.003699003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7835057,"threshold_uncertainty_score":0.5654266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005826211528247168,"score_gpt":0.2127697590160246,"score_spread":0.2069435474877775,"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."}}