{"id":"W4391757208","doi":"10.1080/02786826.2024.2310542","title":"Design and validation of a wind tunnel for viral aerosol filtration testing","year":2024,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Filtration (mathematics); Aerosol; Particle (ecology); Coronavirus disease 2019 (COVID-19); Face masks; Environmental science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infectivity; Wind tunnel; Particle size; Materials science; Virus; Virology; Chemistry; Biology; Meteorology; Physics; Mechanics; Medicine; Mathematics; Ecology; Infectious disease (medical specialty)","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":[0.003378669,0.0009822779,0.0006026076,0.0006027458,0.0007314479,0.0007134159,0.001300558,0.001061152,0.001532851],"category_scores_gemma":[0.002040544,0.0004030763,0.0005343507,0.0001922106,0.0005586969,0.0005258439,0.0006332014,0.0005832251,0.0004885501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474685,"about_ca_system_score_gemma":0.001782267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009613892,"about_ca_topic_score_gemma":0.00109946,"domain_scores_codex":[0.9987698,0.0003107675,0.0001062092,0.0001616442,0.0004770797,0.0001744274],"domain_scores_gemma":[0.9979898,0.0004798227,0.0002090417,0.0002970172,0.0007756191,0.0002487906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002000122,0.003139303,0.02556143,0.0008594349,0.0001060123,0.000559675,0.0004114144,0.02804252,0.8936775,0.001488488,0.0009789945,0.04317512],"study_design_scores_gemma":[0.001056828,0.05175263,0.05141309,0.0003204689,0.0002201121,0.000860889,0.0005664421,0.1494523,0.7290224,0.0008535787,0.01422949,0.0002517514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8142848,0.0002523408,0.1773481,0.0001355406,0.0002216541,0.0044344,0.0010513,0.0008778421,0.001394042],"genre_scores_gemma":[0.8462385,0.0002239892,0.1467125,0.0001200477,0.00002636681,0.003464218,0.0009253618,0.0000636006,0.002225474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003378669,"threshold_uncertainty_score":0.01786834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169539249775499,"score_gpt":0.2891962295388352,"score_spread":0.2575008370410802,"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."}}