{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004065818,0.0004039424,0.0001893282,0.0002118573,0.0001104399,0.0002473569,0.0001431269,0.000287766,0.00053577],"category_scores_gemma":[0.0007087586,0.0001363166,0.00021799,0.0001185951,0.0002328544,0.0002404981,0.000160265,0.000312928,0.0001460623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903781,"about_ca_system_score_gemma":0.0001459093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004033156,"about_ca_topic_score_gemma":0.000295561,"domain_scores_codex":[0.9997352,0.00007498932,0.00001803028,0.00004172733,0.00009342847,0.00003669292],"domain_scores_gemma":[0.9995541,0.0001968776,0.000118731,0.00003301628,0.00006699293,0.00003036403],"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":[0.00007853375,0.00001794268,0.0008306153,0.00004897285,0.000003385462,0.0000126289,0.00003011283,0.0001082865,0.9973785,0.00002325768,0.000008338315,0.001459586],"study_design_scores_gemma":[0.000009233844,0.001003557,0.01767447,0.00001432393,0.00001320554,0.0001799621,0.00006186167,0.001064707,0.979349,0.0000584424,0.000564245,0.000007042387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995889,0.001143525,0.00249218,0.00001518309,0.00000737784,0.00001533987,0.00005442904,0.00001988926,0.0003629968],"genre_scores_gemma":[0.9948671,0.0008272105,0.003126365,0.00002091419,0.000008990543,0.00003524431,0.0001962091,0.00001221664,0.0009056949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00053577,"threshold_uncertainty_score":0.002150238,"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."}}