{"id":"W2142086754","doi":"10.2166/wh.2008.052","title":"Inactivation of Nitrosomonas europaea and pathogenic Escherichia coli by chlorine and monochloramine","year":2008,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Australian Government; American Water Works Association Research Foundation","keywords":"Chlorine; Nitrosomonas europaea; Chloramine; Escherichia coli; Chemistry; Nitrification; Nitrosomonas; Microbiology; Environmental chemistry; Chlorine dioxide; Nuclear chemistry; Biology; Biochemistry; Inorganic chemistry; Nitrogen; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001563224,0.00006466144,0.0001414128,0.00002707703,0.0000895649,0.000008093262,0.00001757176,0.0000196245,0.00001608664],"category_scores_gemma":[0.000002547216,0.00004075584,0.00001280516,0.00004312788,0.00006680647,0.0002009078,0.0000269872,0.00005635154,0.000001100225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003594641,"about_ca_system_score_gemma":0.000006750524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002946662,"about_ca_topic_score_gemma":0.00000971584,"domain_scores_codex":[0.9995043,0.00002425281,0.0002006888,0.00007437576,0.00009707118,0.0000993265],"domain_scores_gemma":[0.9997412,0.000006079553,0.0001138214,0.00003264004,0.00001078207,0.00009546081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421921,0.0001796775,0.6750239,0.00003469939,0.00001449073,0.000009569715,0.001924471,0.000007158706,0.3175749,0.00000496514,0.0007357387,0.004348225],"study_design_scores_gemma":[0.001069425,0.001073243,0.9354979,0.00001122117,0.00001390025,0.0001682308,0.0000475379,0.00004195245,0.06057668,0.0001982997,0.001236063,0.00006549219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988299,0.0002920539,0.00007717851,0.0006176472,0.00002918295,0.00005973042,0.000002066738,0.000002483382,0.00008973463],"genre_scores_gemma":[0.9978942,0.001640851,0.0002203386,0.00008912815,0.00002701274,5.162967e-7,0.000004176161,0.000004435829,0.0001193528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2604741,"threshold_uncertainty_score":0.1661975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816566585104162,"score_gpt":0.2330354188567435,"score_spread":0.2148697530057019,"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."}}