{"id":"W4317473797","doi":"10.1016/j.buildenv.2023.110022","title":"Comparing airborne infectious aerosol exposures in sparsely occupied large spaces utilizing large-diameter ceiling fans","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Tsinghua University; Tongji University; Concordia University","keywords":"Ceiling (cloud); Aerosol; Environmental science; Atmospheric sciences; Meteorology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007574485,0.0003999014,0.0003656986,0.0004600769,0.000401746,0.0008080312,0.0003892944,0.0005196696,0.001538751],"category_scores_gemma":[0.002055275,0.0001846942,0.0004546926,0.0002604582,0.0005167511,0.000611725,0.0005832376,0.0003229225,0.0001211807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391843,"about_ca_system_score_gemma":0.0004098669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280438,"about_ca_topic_score_gemma":0.004237404,"domain_scores_codex":[0.9989973,0.0004147561,0.00006165616,0.0001720495,0.0001521126,0.0002021624],"domain_scores_gemma":[0.998396,0.0008792778,0.000231072,0.0001003501,0.0001590448,0.0002343499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04292824,0.006450619,0.8623607,0.0002126326,0.0004967945,0.0005053171,0.00224986,0.001956228,0.04846724,0.0003105121,0.0001712874,0.03389055],"study_design_scores_gemma":[0.0001925805,0.04362477,0.9425641,0.0000206661,0.0002338379,0.0003336552,0.003298239,0.002398488,0.006794643,0.0001364414,0.0003788435,0.00002350756],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997961,0.00002415428,0.00007121552,0.000001485465,0.000002011997,0.00000668213,0.00001187012,0.000001049972,0.00008541747],"genre_scores_gemma":[0.9997634,0.00001227324,0.00009892027,0.000004322692,0.000003368561,0.000008430785,0.0000282044,0.000001048156,0.00007995574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003280438,"threshold_uncertainty_score":0.006522655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236793140741205,"score_gpt":0.2665738077798391,"score_spread":0.2242058763724271,"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."}}