{"id":"W2460141659","doi":"10.2166/wqrj.2008.003","title":"Disinfection By-Products (DBPs) in Drinking Water from Eight Systems Using Chlorine Dioxide","year":2008,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Chlorine dioxide; Chlorate; Chlorite; Chemistry; Disinfectant; Haloacetic acids; Chloropicrin; Chlorine; Environmental chemistry; Chloramine; Water treatment; Chloride; Inorganic chemistry; Environmental engineering; Fumigation; Environmental science; Organic chemistry","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":[0.0003668869,0.000411906,0.0005284731,0.0006841401,0.0005918618,0.0006715558,0.0002927869,0.0004585932,0.0005789059],"category_scores_gemma":[0.0005227565,0.0002579294,0.0003549598,0.0006986191,0.0003659375,0.0003488879,0.0005018832,0.0002807873,0.0001564214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006732781,"about_ca_system_score_gemma":0.0005454942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281829,"about_ca_topic_score_gemma":0.01015817,"domain_scores_codex":[0.9995281,0.00006394758,0.00004373432,0.0001172298,0.0001662547,0.00008085304],"domain_scores_gemma":[0.9994285,0.00009436956,0.000129287,0.00002643054,0.0002614635,0.00005988491],"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":[0.0008920109,0.0002629989,0.1028414,0.0002273792,0.0000698579,0.0001627218,0.0008312751,0.0002551872,0.8864399,0.00001401339,0.0000495845,0.007953577],"study_design_scores_gemma":[0.00007082107,0.004420595,0.4388979,0.00002408413,0.000270762,0.000226614,0.001520651,0.001315958,0.5511167,0.00003851008,0.002049171,0.00004822665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995232,0.00004065142,0.0001745336,0.000004369823,0.000001122102,0.00002402889,0.00008636475,0.000006574775,0.0001391849],"genre_scores_gemma":[0.9977911,0.00008970065,0.001091725,0.00002130614,0.00000217401,0.00004417943,0.0004929289,0.000007621748,0.000459377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008281829,"threshold_uncertainty_score":0.01646721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397478773913957,"score_gpt":0.3520176904780698,"score_spread":0.2122698130866741,"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."}}