{"id":"W4313473521","doi":"10.3390/buildings13010102","title":"Multizone Modeling of Airborne SARS-CoV-2 Quanta Transmission and Infection Mitigation Strategies in Office, Hotel, Retail, and School Buildings","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Institute of Standards and Technology; U.S. Department of Energy","keywords":"Occupancy; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Airborne transmission; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infection risk; Architectural engineering; Duct (anatomy); Air conditioning; HVAC; Airflow; Environmental science; Civil engineering; Engineering; Telecommunications; Infectious disease (medical specialty); Mechanical engineering","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":[0.0003203026,0.0004233471,0.0003467486,0.000336263,0.0003440759,0.0007152314,0.0004820484,0.0006794954,0.0007642108],"category_scores_gemma":[0.0004348943,0.000287366,0.0006278307,0.0002202098,0.0003294704,0.0003227259,0.0004950383,0.0002605109,0.00009747557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007279817,"about_ca_system_score_gemma":0.0006224017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716786,"about_ca_topic_score_gemma":0.01051387,"domain_scores_codex":[0.999862,0.00004642907,0.000007471309,0.00002820326,0.0000216787,0.0000341559],"domain_scores_gemma":[0.9997827,0.0001155537,0.00004122302,0.00001359793,0.00003009189,0.0000168418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002777894,0.00002470083,0.002293907,0.00000823374,0.000005362572,0.00002053521,0.00001599363,0.9949977,0.001363269,0.0002825351,0.00002997127,0.0009299812],"study_design_scores_gemma":[0.000004579157,0.0000513733,0.001258237,0.000002178158,0.000005216059,0.000007373922,0.00002565102,0.9979683,0.000504113,0.00008371825,0.00008424806,0.000004908031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680516,0.0001267156,0.02671359,0.0000791806,0.00001279783,0.00004875728,0.0002232811,0.00008153037,0.004662678],"genre_scores_gemma":[0.9966674,0.00005821864,0.002201372,0.00000852748,0.000002088509,0.0000257,0.00005050999,0.00000720444,0.0009789212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716786,"threshold_uncertainty_score":0.03413588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354398415954172,"score_gpt":0.2843136455322881,"score_spread":0.2607696613727464,"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."}}