{"id":"W4378418213","doi":"10.1016/j.buildenv.2023.110460","title":"Impacts of usage conditions on performance of ozone removal devices in ventilation systems","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"American Society of Heating, Refrigerating and Air-Conditioning Engineers","keywords":"Ozone; Relative humidity; Activated carbon; Humidity; Carbon dioxide; Chemistry; Oxygen; Environmental science; Environmental engineering; Environmental chemistry; Adsorption; Meteorology; Organic chemistry","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":[0.0006069951,0.0003617914,0.0003377057,0.0003824401,0.0005249837,0.0007902394,0.0004154611,0.0006676328,0.001863297],"category_scores_gemma":[0.002270413,0.0002181143,0.0005313858,0.0003984006,0.0003488455,0.0008422887,0.0004450285,0.0003537251,0.0002538984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429044,"about_ca_system_score_gemma":0.0002571991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887401,"about_ca_topic_score_gemma":0.004253415,"domain_scores_codex":[0.9991959,0.000197567,0.00008526742,0.0001157766,0.0001995874,0.0002058932],"domain_scores_gemma":[0.9980306,0.001127768,0.0002504726,0.0000983341,0.0004064834,0.00008635981],"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":[0.01138989,0.0009657902,0.1677587,0.0005073733,0.0003973871,0.0008558814,0.0008889181,0.02230656,0.7504896,0.000243856,0.000740162,0.04345584],"study_design_scores_gemma":[0.00005287318,0.006357546,0.482687,0.00005940106,0.0004211602,0.0005616811,0.001547899,0.01579654,0.4910528,0.0001824672,0.001201814,0.00007881365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995401,0.00007479792,0.0001257874,0.000008781145,0.00000453368,0.000002433829,0.00006164638,0.000006535533,0.0001753876],"genre_scores_gemma":[0.9996336,0.00004177433,0.00007559053,0.000006648406,0.000003070882,0.000003146558,0.00008115561,0.000006693046,0.0001483248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887401,"threshold_uncertainty_score":0.006233335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363530209250061,"score_gpt":0.2952926141914211,"score_spread":0.258939593266415,"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."}}