{"id":"W4206840958","doi":"10.21203/rs.3.rs-671658/v1","title":"Kinetics And Monte Carlo Simulation of UV Disinfection B. Subtilis Spores And SARS-CoV-2 In Dried Saliva Droplets","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of Toronto","funders":"","keywords":"Saliva; Spore; Monte Carlo method; Bacillus subtilis; Kinetics; Coronavirus disease 2019 (COVID-19); Microbiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Chemistry; Chromatography; Environmental science; Physics; Biology; Medicine; Biochemistry; Bacteria; Mathematics; Statistics","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":[0.0006493182,0.0004142103,0.0006639779,0.0004687419,0.0004567032,0.0006432704,0.0006509266,0.001326129,0.00166441],"category_scores_gemma":[0.002074511,0.0004290962,0.0006993528,0.0003929209,0.0004309591,0.0003517936,0.0002182641,0.0006827706,0.0001837974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097992,"about_ca_system_score_gemma":0.0007150079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346207,"about_ca_topic_score_gemma":0.005079254,"domain_scores_codex":[0.9997852,0.00005860597,0.0000114143,0.00003486032,0.00006577411,0.00004405333],"domain_scores_gemma":[0.9975683,0.001892754,0.0001488332,0.00007202749,0.0002474714,0.00007054765],"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":[0.0001029746,0.00006920361,0.0021672,0.00003129274,0.00002010221,0.00009259531,0.00003972153,0.9906498,0.005010919,0.0007540753,0.00007887112,0.0009833805],"study_design_scores_gemma":[0.000006985844,0.00003413545,0.0003378361,0.000002628004,0.000003748586,0.000008642985,0.000007697059,0.9978312,0.001617223,0.00009644176,0.00004900325,0.000004549011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971367,0.0002195274,0.02497705,0.0001205935,0.00003163145,0.00008855216,0.0003293637,0.0001443057,0.002722046],"genre_scores_gemma":[0.9890795,0.0001362954,0.008843975,0.00003655182,0.000005821586,0.000100604,0.0002594982,0.00002404072,0.001513663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346207,"threshold_uncertainty_score":0.02676743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0696755932295346,"score_gpt":0.41160076219266,"score_spread":0.3419251689631254,"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."}}