{"id":"W1561924280","doi":"","title":"Real-Time Feedback and Residential Electricity Consumption: The Newfoundland and Labrador Pilot","year":2012,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity; Consumption (sociology); Environmental economics; Stock (firearms); Sample (material); Energy conservation; Econometric model; Energy consumption; Business; Engineering; Economics; Econometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939356,0.0003178953,0.0004114669,0.0003754046,0.001681686,0.0009815033,0.0008439863,0.0006244096,0.003308403],"category_scores_gemma":[0.003871812,0.0004462212,0.0004064431,0.0006926116,0.001474359,0.0009691359,0.0009830967,0.001191977,0.0003762005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008932794,"about_ca_system_score_gemma":0.007786299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7765399,"about_ca_topic_score_gemma":0.9060897,"domain_scores_codex":[0.9979973,0.0006891153,0.00005916231,0.0001733456,0.0003095739,0.000771437],"domain_scores_gemma":[0.9952219,0.001921519,0.0003988559,0.0004516482,0.001097216,0.0009089051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01191745,0.04038044,0.7931387,0.0003340936,0.0002924018,0.002260216,0.02058429,0.003404857,0.01913948,0.001226897,0.01020463,0.09711651],"study_design_scores_gemma":[0.0004121657,0.007322465,0.9681657,0.00003942964,0.00009353225,0.00008320279,0.01345835,0.001422525,0.002940882,0.00005460258,0.0059483,0.00005878698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979932,0.00002133653,0.00005801291,0.0001116823,0.000004020289,0.00008638739,0.0001525187,0.000007444242,0.001565232],"genre_scores_gemma":[0.9954489,0.00006830542,0.0004009249,0.0001462399,0.000004349513,0.0001492824,0.0002775953,0.000008078107,0.003496282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2234601,"threshold_uncertainty_score":0.4495521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496440869510714,"score_gpt":0.2379629199244104,"score_spread":0.2229985112293033,"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."}}