{"id":"W2029084438","doi":"10.1021/es304938x","title":"Halobenzoquinones in Swimming Pool Waters and Their Formation from Personal Care Products","year":2013,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alberta Innovates - Technology Futures","keywords":"Tap water; Chlorine; Chemistry; Environmental chemistry; Total organic carbon; Contamination; Dissolved organic carbon; Environmental science; Environmental engineering; Organic chemistry; Ecology; Biology","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":[0.00007293601,0.0001538016,0.0001049937,0.0001825707,0.0002459307,0.00005080624,0.0001908951,0.00007980769,0.0003733195],"category_scores_gemma":[0.000008461043,0.0001169344,0.00001563387,0.000396211,0.00103392,0.0011975,0.0003047189,0.00009661386,0.0004880314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005174724,"about_ca_system_score_gemma":0.000004495834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008026033,"about_ca_topic_score_gemma":0.00006935898,"domain_scores_codex":[0.998846,0.00001380125,0.0001395808,0.000463772,0.0001808602,0.0003560066],"domain_scores_gemma":[0.99972,0.000007174278,0.00004797354,0.000164659,0.000001774235,0.00005841932],"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":[0.000002986639,0.00005452504,0.4639071,0.000001764881,0.000001404819,0.000001997762,0.003687598,0.00002839316,0.4921584,0.00000651794,0.00001376685,0.04013559],"study_design_scores_gemma":[0.0003228616,0.000102364,0.6550773,0.000009182947,0.000003983555,0.00001735054,0.00873023,0.0006299072,0.3337819,0.0007403513,0.0003947787,0.0001897796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982898,0.0001080928,0.0000480708,0.000647942,0.00006311573,0.0003477293,0.000004982014,0.00005974175,0.0004305501],"genre_scores_gemma":[0.999442,0.00002303782,0.0003502469,0.00004215096,0.00001109383,0.00005937666,0.00001747943,0.000006903851,0.0000476535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911702,"threshold_uncertainty_score":0.6272819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003356807050565863,"score_gpt":0.1629940184455196,"score_spread":0.1596372113949537,"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."}}