{"id":"W3207281178","doi":"10.1128/spectrum.00537-21","title":"Robust Evaluation of Ultraviolet-C Sensitivity for SARS-CoV-2 and Surrogate Coronaviruses","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Trojan Technologies (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Government of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Environmental science; Wastewater; Betacoronavirus; Ultraviolet; Coronavirus; Coronavirus Infections; Sensitivity (control systems); Environmental health; Medicine; Virology; Environmental engineering; Outbreak; Materials science; Engineering; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005817438,0.00008284856,0.0002312021,0.00004844666,0.00005168511,0.000005039709,0.000009826085,0.0001009218,0.00003836463],"category_scores_gemma":[0.0001625242,0.00007749952,0.00007306429,0.00006421156,0.00007698751,0.00003312482,0.00001167775,0.00006715675,0.000005572624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004213379,"about_ca_system_score_gemma":0.0001029418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004521188,"about_ca_topic_score_gemma":0.0004754665,"domain_scores_codex":[0.999317,0.000134582,0.0001729699,0.0002004465,0.00004036885,0.0001345951],"domain_scores_gemma":[0.9993924,0.00009447624,0.0000839405,0.0001106373,0.0003037046,0.00001477238],"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":[0.0001493667,0.00007746999,0.01897619,0.00003080026,0.00006812985,0.000003450461,0.00003248658,0.00002557405,0.9787229,0.0002159656,0.0001971235,0.001500551],"study_design_scores_gemma":[0.002698231,0.000164359,0.08573201,0.000032638,0.0002904166,0.0005436504,0.00002674718,0.002349621,0.9064015,0.000207511,0.001474538,0.00007883874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991363,0.0002957097,0.006707911,0.0007321106,0.0002439537,0.0003542763,0.00006541191,0.0000205785,0.0002170097],"genre_scores_gemma":[0.9988599,0.00001963629,0.0003961527,0.0003271863,0.00008275451,0.000009817616,0.0002202181,0.000007945116,0.00007633137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07232146,"threshold_uncertainty_score":0.3160339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509889934136299,"score_gpt":0.3242515147015801,"score_spread":0.2491526153602172,"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."}}