{"id":"W2129075243","doi":"10.1139/s04-036","title":"Low pressure ultraviolet inactivation of pathogenic enteric viruses and bacteriophages","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pretoria; Water Research Foundation; Water Environment Research Foundation","keywords":"Bacteriophage MS2; Bacteriophage; Poliovirus; Coxsackievirus; Nucleic acid; RNA; Infectivity; Biology; Microbiology; DNA; Enterovirus; Virus; Virology; Ultraviolet; DNA virus; Chemistry; Molecular biology; Escherichia coli; Genome; Biochemistry; Gene; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002792501,0.00005563307,0.0001549538,0.0001014436,0.00002227521,0.000008146597,0.00005055099,0.00001909343,0.0000189941],"category_scores_gemma":[0.00009522918,0.00004338038,0.00002468835,0.00004479265,0.000190166,0.0002174285,0.0000305307,0.0001056823,3.870679e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002681699,"about_ca_system_score_gemma":0.00001119448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001174285,"about_ca_topic_score_gemma":7.987801e-8,"domain_scores_codex":[0.9994298,0.00001035843,0.0001890932,0.00007926052,0.0001626157,0.0001288539],"domain_scores_gemma":[0.9997283,0.00001177706,0.00007647786,0.00004825409,0.000008140908,0.0001270058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004844129,0.00004284188,0.01828052,0.00002758691,0.00001013483,0.00000631092,0.00005348178,0.000288233,0.9744219,0.000002334958,0.000005558868,0.006812621],"study_design_scores_gemma":[0.0005341829,0.0007681031,0.9352201,0.0001202084,0.00001680756,0.0007137469,0.00006195374,0.00225732,0.05969261,0.000001284307,0.0005735279,0.00004017982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987302,0.0008072691,0.0002858719,0.0000963477,0.00002731907,0.00003568164,0.00000582239,0.000001904858,0.000009591891],"genre_scores_gemma":[0.9969734,0.001080908,0.001828204,0.00004778672,0.00004711244,4.104242e-7,3.208309e-7,0.000003366687,0.00001850112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9169396,"threshold_uncertainty_score":0.1769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008058421838132218,"score_gpt":0.242003347263605,"score_spread":0.2339449254254728,"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."}}