{"id":"W4390460454","doi":"10.1016/j.applthermaleng.2023.122322","title":"A review of experimental methods to determine bioaerosol transfer in energy recovery ventilators","year":2023,"lang":"en","type":"review","venue":"Applied Thermal Engineering","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioaerosol; HVAC; Biosafety; Airborne transmission; Energy recovery ventilation; Indoor bioaerosol; Respirator; Ventilation (architecture); Air conditioning; Environmental science; Coronavirus disease 2019 (COVID-19); Engineering; Medicine; Infectious disease (medical specialty); Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003945913,0.000319083,0.001570618,0.000397543,0.00001144479,0.000005286758,0.00008582589,0.0001834913,0.00008352484],"category_scores_gemma":[0.00003058434,0.0002835753,0.0004544577,0.0006291302,0.00000814037,0.00002835041,0.00003388763,0.0002037531,0.00002380001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235704,"about_ca_system_score_gemma":0.00005881022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124855,"about_ca_topic_score_gemma":7.195708e-7,"domain_scores_codex":[0.9985242,0.00003688689,0.0007865737,0.0002847359,0.0001340068,0.0002336214],"domain_scores_gemma":[0.9994621,0.0001008815,0.00007989897,0.0002497357,0.00001935161,0.00008803032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003541667,0.00006749193,3.7597e-7,0.08295405,0.0002161181,0.00001112045,0.00002941891,0.0001877955,0.005937847,0.0002972944,0.00001523337,0.9102479],"study_design_scores_gemma":[0.000682542,0.0001674167,0.00001106266,0.1839197,0.0008310252,0.00003676968,0.000004772751,0.0005692435,0.008381367,0.000001359531,0.8048564,0.0005384015],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004441125,0.9860278,0.01231185,0.000003418796,0.0002820288,0.0009206512,0.000007888703,0.0000913498,0.0003106499],"genre_scores_gemma":[0.0005761671,0.997171,0.001087784,0.0001010092,0.0001606193,0.0006794402,0.00005745229,0.0001101097,0.0000564076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9097095,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327807089146175,"score_gpt":0.3466700978236568,"score_spread":0.3033920269321951,"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."}}