{"id":"W1985729326","doi":"10.1061/(asce)0733-9372(2007)133:1(95)","title":"Inactivation of Adenovirus Types 2, 5, and 41 in Drinking Water by UV Light, Free Chlorine, and Monochloramine","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Engineering","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"U.S. Environmental Protection Agency","keywords":"Virus inactivation; Chlorine; Ultraviolet; Disinfectant; Ultraviolet light; Chemistry; Cytopathic effect; Virus; Virology; Microbiology; Photochemistry; In vitro; Biology; Biochemistry; Materials science; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182252,0.00007714501,0.0001035786,0.00007166151,0.00001108663,0.000007255975,0.00006394405,0.00004917048,0.000006403563],"category_scores_gemma":[0.000007090622,0.00006504205,0.00001947194,0.00002222214,0.00002155229,0.00001167932,0.00006161108,0.00008704175,2.267179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002529746,"about_ca_system_score_gemma":0.000003294882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008707388,"about_ca_topic_score_gemma":0.000006797291,"domain_scores_codex":[0.9995172,0.000008328032,0.0001831847,0.00008137342,0.0001019974,0.00010792],"domain_scores_gemma":[0.9998365,0.000005487158,0.00004889031,0.0000751713,0.000004339598,0.00002958472],"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":[0.0001802552,0.00003963674,0.003814408,0.000009658557,0.00001603415,0.00000365076,0.00002174805,0.00165119,0.9934839,0.000001941505,0.00001893803,0.0007586355],"study_design_scores_gemma":[0.0006730502,0.0005183726,0.01266477,0.00001268366,0.000004902643,0.00002130683,0.00001416426,0.0002122334,0.9849418,0.00001501206,0.0008519117,0.00006972542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974909,0.002210133,0.000160525,0.00004949549,0.00002081157,0.00004104018,0.000003624602,0.000001025851,0.00002244651],"genre_scores_gemma":[0.9992012,0.0004450394,0.0002122952,0.000006861554,0.00007476527,0.000001178337,0.000006982588,0.00001325824,0.00003839805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008850365,"threshold_uncertainty_score":0.2652338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003536677164444544,"score_gpt":0.1928365752458269,"score_spread":0.1892998980813823,"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."}}