{"id":"W6891713849","doi":"10.4224/40003406","title":"Assessing airtightness metrics for new housing building code compliance: analysis of PCF 1819","year":2024,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Office of Energy Efficiency; Natural Resources Canada","keywords":"Building envelope; Path (computing); Energy performance; Envelope (radar); Building code; Leakage (economics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01088328,0.0007449971,0.0006217459,0.006705327,0.0007129533,0.002143921,0.001152915,0.001092075,0.002175299],"category_scores_gemma":[0.06186737,0.0003137104,0.0008106538,0.005706599,0.00111531,0.002030258,0.001250377,0.001073005,0.0008092325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004747637,"about_ca_system_score_gemma":0.003579532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0866428,"about_ca_topic_score_gemma":0.05516509,"domain_scores_codex":[0.985919,0.001349896,0.0005969812,0.001004741,0.01040697,0.0007223762],"domain_scores_gemma":[0.923509,0.02033981,0.007981388,0.004140713,0.04313416,0.0008949948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003619999,0.0006386989,0.7586876,0.0003952526,0.0002231762,0.0003771459,0.001687762,0.06553475,0.004274428,0.008587866,0.0110355,0.1481958],"study_design_scores_gemma":[0.00001397152,0.0004354621,0.8311983,0.0001399062,0.00004671367,0.0001980073,0.001826416,0.1500001,0.004774265,0.00151659,0.009765825,0.00008438352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9458646,0.0002909269,0.02650053,0.0005009416,0.00005573766,0.0005535975,0.004701134,0.0008077589,0.02072486],"genre_scores_gemma":[0.9789131,0.00007698259,0.01192409,0.00007497222,0.00001599088,0.0002750102,0.006020627,0.00010724,0.002591946],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0866428,"threshold_uncertainty_score":0.172277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2342726002183701,"score_gpt":0.4452444454915632,"score_spread":0.2109718452731931,"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."}}