{"id":"W2132764629","doi":"10.1139/s06-039","title":"Ultraviolet germicidal irradiation inactivation of airborne fungal spores and bacteria in upper-room air and HVAC in-duct configurations","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spore; Aspergillus versicolor; Bioaerosol; Aerosolization; Irradiation; Microbiology; Biology; Chemistry; Aspergillus; Aerosol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902804,0.00053726,0.0004239945,0.0001787474,0.0001779833,0.0003396567,0.0003595419,0.0002252535,0.001048071],"category_scores_gemma":[0.0002983422,0.00015526,0.0003812063,0.000169035,0.0002216006,0.000166263,0.0003165914,0.0003776548,0.0001583583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503442,"about_ca_system_score_gemma":0.0002022303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008990347,"about_ca_topic_score_gemma":0.0008085238,"domain_scores_codex":[0.9996258,0.00008036722,0.00002976087,0.00009259461,0.00009869606,0.00007271273],"domain_scores_gemma":[0.9997427,0.0000637469,0.00006639276,0.00004000089,0.00004338037,0.00004377635],"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":[0.0002101623,0.00006780917,0.001049915,0.00006215705,0.000007898894,0.00002028951,0.00004161843,0.0001288853,0.9971156,0.00001440822,0.0000154256,0.001265837],"study_design_scores_gemma":[0.00001145111,0.001902059,0.01091773,0.00000607437,0.00002733979,0.00009265121,0.0000566774,0.0004415735,0.9862559,0.000007789512,0.0002714624,0.000009212867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988079,0.0001558757,0.0007628184,0.000002952482,0.000005235749,0.00001640726,0.00005517329,0.00002507885,0.0001685606],"genre_scores_gemma":[0.9956682,0.000255977,0.00324584,0.000009723172,0.00000640852,0.00003945835,0.0002131458,0.00001365703,0.0005476305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048071,"threshold_uncertainty_score":0.003506124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003943030085710921,"score_gpt":0.1966115068849556,"score_spread":0.1926684767992447,"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."}}