{"id":"W2007716359","doi":"10.2166/wh.2007.002","title":"Biodegradation of six haloacetic acids in drinking water","year":2007,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Haloacetic acids; Trichloroacetic acid; Chemistry; Chlorine; Biodegradation; Biofilm; Acetic acid; Environmental chemistry; Microorganism; Water treatment; Chromatography; Bacteria; Organic chemistry; Environmental engineering; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008025746,0.00005099221,0.0001182991,0.00008269025,0.00003964408,0.000009441642,0.00003066131,0.00002450476,0.00008976561],"category_scores_gemma":[9.580855e-7,0.00002639146,0.00002460304,0.0000368104,0.00002680869,0.0001807347,0.00002073008,0.00006081365,0.000009378593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009531,"about_ca_system_score_gemma":0.000004000084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00045709,"about_ca_topic_score_gemma":0.0004085261,"domain_scores_codex":[0.9993209,0.00002058099,0.0003055453,0.00005806002,0.0001257706,0.0001691955],"domain_scores_gemma":[0.9998231,0.000004990477,0.00006837165,0.0000370456,0.000005804794,0.0000607229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003944811,0.00008301512,0.972321,0.00001422139,0.000003968415,0.000006484568,0.003072474,0.00004709995,0.01835703,0.000006735504,0.00004532388,0.006003258],"study_design_scores_gemma":[0.0007831611,0.0004031691,0.8595334,0.0000364976,0.000007090971,0.00004854455,0.0001261103,0.00001934688,0.1374002,0.000907178,0.0006826079,0.00005268048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980896,0.00003708153,0.0003960715,0.0009522757,0.00007779578,0.00004703979,1.443076e-7,0.000001964752,0.000397997],"genre_scores_gemma":[0.9993951,0.00005134886,0.0003825919,0.00007025328,0.00002877006,1.726502e-7,0.000002784836,0.000002983406,0.00006604289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190432,"threshold_uncertainty_score":0.1076213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916823200273035,"score_gpt":0.2718883182020874,"score_spread":0.252720086199357,"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."}}