{"id":"W2121011659","doi":"10.1139/s03-059","title":"Water quality and disinfection impact of ClO<sub>2</sub> contamination by free chlorine: A case study","year":2004,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorine dioxide; Chlorine; Chemistry; Chlorate; Haloacetic acids; Contamination; Environmental chemistry; Chlorite; Trihalomethane; Water quality; Inorganic chemistry; Organic chemistry; Materials science; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004813796,0.0006770203,0.0005249743,0.0004572708,0.002056231,0.00100519,0.0008837247,0.001435564,0.001356948],"category_scores_gemma":[0.0009585186,0.0003262849,0.0004901462,0.0006023946,0.0009800796,0.0003948564,0.0005664498,0.0003860369,0.0001645169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005197074,"about_ca_system_score_gemma":0.002073058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2100216,"about_ca_topic_score_gemma":0.3920663,"domain_scores_codex":[0.999014,0.0001978042,0.00003014453,0.0001469486,0.0004212954,0.0001897153],"domain_scores_gemma":[0.999272,0.0002527209,0.0001334292,0.00004988886,0.0002264659,0.0000654557],"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":[0.003033992,0.004008364,0.2080473,0.001766032,0.0003442888,0.03770236,0.007668877,0.01393907,0.6716052,0.0008733469,0.001788237,0.04922294],"study_design_scores_gemma":[0.0005995222,0.02959176,0.2997259,0.0001315809,0.000708848,0.01278347,0.0138822,0.01612621,0.6035549,0.0006205146,0.02204379,0.0002313435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984914,0.0001154047,0.0003597236,0.00004504413,0.000001970094,0.00008364693,0.00004561583,0.000007942591,0.0008492608],"genre_scores_gemma":[0.9962452,0.0003054295,0.001608275,0.00004259926,0.000005193716,0.00003584327,0.00009188207,0.000006212426,0.001659188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2100216,"threshold_uncertainty_score":0.4175983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006044870451954272,"score_gpt":0.2229741907084254,"score_spread":0.2169293202564712,"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."}}