{"id":"W6997382315","doi":"","title":"Update on the National Energy Code for Buildings","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Energy Efficiency and Management","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Field (mathematics); Energy (signal processing); Building code; Energy consumption","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003847892,0.001250136,0.0008059062,0.00398023,0.002069711,0.004372656,0.001948294,0.003364914,0.01994193],"category_scores_gemma":[0.01447961,0.0006113514,0.000915513,0.006029406,0.0009211488,0.003256313,0.001906711,0.004504533,0.01177938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009511132,"about_ca_system_score_gemma":0.02770993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.30194,"about_ca_topic_score_gemma":0.404025,"domain_scores_codex":[0.9931002,0.0008001684,0.0007602089,0.0002569551,0.004360925,0.0007216847],"domain_scores_gemma":[0.9728012,0.001369172,0.0009817384,0.001007153,0.02305247,0.0007881789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004283223,0.0000527479,0.001253755,0.000200263,0.00001018268,0.00006192349,0.0002159823,0.0004961053,0.0004126719,0.01421789,0.9418706,0.04116501],"study_design_scores_gemma":[0.000004284863,0.000007364482,0.002624678,0.0001451521,0.000004718891,0.00002188019,0.000105641,0.0000447543,0.00009451688,0.0005865677,0.9963449,0.00001560749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01675491,0.03019513,0.03035827,0.09568888,0.07002866,0.001531874,0.1228413,0.004232822,0.6283681],"genre_scores_gemma":[0.05892107,0.01794158,0.04631659,0.02918494,0.00349322,0.001649507,0.0948692,0.002018232,0.7456056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.30194,"threshold_uncertainty_score":0.600365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168989894310179,"score_gpt":0.2461770784795602,"score_spread":0.2044871795364585,"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."}}