{"id":"W2981972089","doi":"10.1088/1757-899x/609/3/032021","title":"Residential balanced ventilation and its impacts on indoor pressure, ventilation and IAQ","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ventilation (architecture); Indoor air quality; Environmental science; Energy recovery ventilation; Mixing (physics); Environmental engineering; Engineering; HVAC; Air conditioning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006128442,0.0003000835,0.0003228493,0.0002300645,0.000275026,0.0005856804,0.0003188633,0.0002522476,0.0009863643],"category_scores_gemma":[0.0006400671,0.0001183166,0.0002906135,0.0003363305,0.0003033859,0.000328141,0.0004538175,0.0001782062,0.0001625483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005521123,"about_ca_system_score_gemma":0.0002368359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004538335,"about_ca_topic_score_gemma":0.003960007,"domain_scores_codex":[0.9991585,0.000269384,0.00002942609,0.0001368852,0.0003107551,0.0000950415],"domain_scores_gemma":[0.999577,0.0001089362,0.00006081258,0.00004323945,0.0001753223,0.00003480875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008261383,0.00213414,0.2503778,0.0003309163,0.0004025614,0.0008532105,0.0007560208,0.04483718,0.607336,0.001104339,0.0005259702,0.08308056],"study_design_scores_gemma":[0.0001740088,0.01434627,0.6851199,0.00001873472,0.0002684572,0.0004890219,0.001406772,0.03550838,0.2593086,0.0006314048,0.002672571,0.000055893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983315,0.00002362099,0.0009049905,0.000005610745,0.000001312466,0.00001021451,0.00005455888,0.000008747547,0.0006594912],"genre_scores_gemma":[0.9993814,0.000007923044,0.0003731286,0.000002250863,7.51109e-7,0.000006893916,0.00005028982,0.00000262925,0.0001747681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004538335,"threshold_uncertainty_score":0.009023845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007437663437853673,"score_gpt":0.1954795943103228,"score_spread":0.1880419308724691,"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."}}