{"id":"W2369717230","doi":"","title":"The Composition Of Organic Pollutant In Pipe Net-work Water And The Superiority Of Applying CLO_2","year":2005,"lang":"en","type":"article","venue":"","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Pollutant; Composition (language); Water quality; Work (physics); Environmental engineering; Environmental science; Disinfectant; Water pollutants; Waste management; Environmental chemistry; Engineering; Chemistry; Ecology; Organic chemistry; Philosophy; Mechanical engineering; Biology","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":[0.000131115,0.0001583459,0.0000701281,0.000338166,0.0002116973,0.0003152211,0.0001199968,0.0004229824,0.001070065],"category_scores_gemma":[0.0002815234,0.0001033849,0.000169746,0.0001785203,0.0002498628,0.0002863696,0.0001373006,0.0001546701,0.0001673306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548132,"about_ca_system_score_gemma":0.0002373364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641387,"about_ca_topic_score_gemma":0.002678757,"domain_scores_codex":[0.9997695,0.00003777898,0.00000769581,0.00004101519,0.0001018959,0.00004208859],"domain_scores_gemma":[0.9998689,0.00002126449,0.00004406391,0.000006264317,0.00004445709,0.00001498594],"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":[0.0002743212,0.00001452502,0.006552896,0.00008000083,0.000008074699,0.0001343398,0.00007021701,0.0001844868,0.9868984,0.0002353738,0.00007153408,0.005475756],"study_design_scores_gemma":[0.000006618091,0.0002903399,0.03833292,0.000009334623,0.00003395999,0.0003181712,0.0002521177,0.001474458,0.9555959,0.0001970538,0.003475631,0.00001348378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921415,0.001044621,0.002477636,0.000133439,0.0000264796,0.00001082839,0.00009426033,0.00002460312,0.004046536],"genre_scores_gemma":[0.9971368,0.0003810281,0.0007001405,0.00003935503,0.000007117849,0.000003781916,0.00007491463,0.000006815225,0.001649949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002641387,"threshold_uncertainty_score":0.005252004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004400622773391257,"score_gpt":0.1846753170969009,"score_spread":0.1802746943235096,"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."}}