{"id":"W7017857526","doi":"","title":"CCBFC considering options for model code requirements for energy efficiency for houses","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Code (set theory); Energy (signal processing); Mode (computer interface); Building code","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":[0.002687541,0.0009893837,0.0007147623,0.001421924,0.00110438,0.002051168,0.001319718,0.002296392,0.009245033],"category_scores_gemma":[0.01343023,0.0007110382,0.001264336,0.001298876,0.0006188125,0.001296427,0.000912872,0.001578806,0.0006294462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002954822,"about_ca_system_score_gemma":0.00274961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06738117,"about_ca_topic_score_gemma":0.05751354,"domain_scores_codex":[0.9981974,0.0007903027,0.00005026599,0.0001259643,0.0005617685,0.0002743691],"domain_scores_gemma":[0.9927188,0.005134221,0.000194165,0.0004219756,0.001388123,0.0001426777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001167014,0.00003531445,0.0009343913,0.0000616886,0.00001938406,0.00007918118,0.00003323771,0.9703148,0.0008294719,0.0168507,0.001945253,0.00877996],"study_design_scores_gemma":[0.00003803353,0.00007112819,0.000846762,0.00003794835,0.00002313459,0.00002476707,0.00005856104,0.9880468,0.001356236,0.005809523,0.003662965,0.00002407745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4530662,0.0007298284,0.3057106,0.00302643,0.0003355452,0.0004964026,0.003818567,0.0007304378,0.2320859],"genre_scores_gemma":[0.9477183,0.0001434565,0.04098713,0.0001909906,0.000039443,0.0002607561,0.0007500536,0.0004484916,0.009461463],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9326189,"threshold_uncertainty_score":0.1339779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05447596642820648,"score_gpt":0.2534142891840886,"score_spread":0.1989383227558822,"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."}}