{"id":"W3203401290","doi":"10.3390/buildings11100457","title":"In-Situ and Predicted Performance of a Certified Industrial Passive House Building under Future Climate Scenarios","year":2021,"lang":"en","type":"article","venue":"Buildings","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Northern British Columbia","funders":"","keywords":"Roof; Certification; Relative humidity; Environmental science; Civil engineering; Passive house; Climate zones; Architectural engineering; Engineering; Meteorology; Efficient energy use; Physical geography; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003946334,0.0005480787,0.0002907657,0.000350316,0.0004410418,0.0006511459,0.0005694999,0.0004763011,0.0009993907],"category_scores_gemma":[0.0003398314,0.0002304869,0.0003372274,0.000389483,0.0003586959,0.0003018467,0.0002317929,0.0002744272,0.0003800828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925301,"about_ca_system_score_gemma":0.0007353444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1237255,"about_ca_topic_score_gemma":0.1796972,"domain_scores_codex":[0.9998215,0.00001452333,0.000006505815,0.00005257816,0.00005380813,0.00005115029],"domain_scores_gemma":[0.999806,0.00004608597,0.00001783999,0.0000209446,0.00007956382,0.00002954611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008289661,0.0004479279,0.1382006,0.00013718,0.00006955645,0.00046879,0.0004763063,0.751709,0.08674181,0.0004716436,0.001226243,0.01922199],"study_design_scores_gemma":[0.00006421167,0.0004718408,0.2481097,0.00001852343,0.00008281515,0.0001049728,0.0005826026,0.6986811,0.05033028,0.0001748668,0.001325674,0.00005349049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973837,0.00001037559,0.0006418901,0.000008070293,0.000002724229,0.00001157936,0.0006008342,0.00006016337,0.001280639],"genre_scores_gemma":[0.998731,0.00001317635,0.0005319213,0.000002130227,4.772702e-7,0.0000091189,0.0004403114,0.000008779401,0.0002630683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237255,"threshold_uncertainty_score":0.2460107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636459294979175,"score_gpt":0.208714510630493,"score_spread":0.1923499176807013,"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."}}