{"id":"W2285787826","doi":"10.1021/acs.est.5b02308","title":"Precursors of Halobenzoquinones and Their Removal During Drinking Water Treatment Processes","year":2015,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Alberta Health; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Chemistry; Dissolved organic carbon; Water treatment; Adsorption; Environmental chemistry; Effluent; Benzoquinone; Microcystin-LR; Nuclear chemistry; Cyanobacteria; Organic chemistry; Environmental engineering","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":[0.0001381656,0.0001885267,0.0001631168,0.0001812011,0.0002302631,0.00002192715,0.0002220107,0.00007770834,0.0001267367],"category_scores_gemma":[0.00001270024,0.0001165683,0.00002424974,0.0003841201,0.001879925,0.0005877666,0.000395952,0.00005026029,0.00009175426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874982,"about_ca_system_score_gemma":0.00001277372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020739,"about_ca_topic_score_gemma":0.00004081687,"domain_scores_codex":[0.9987362,0.00001347283,0.0001668546,0.0004602719,0.0002328277,0.0003903879],"domain_scores_gemma":[0.9995798,0.000006857972,0.0000607352,0.0002365841,0.000003129805,0.0001129291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002186293,0.0002157555,0.3414318,0.000004052778,0.000007463843,0.00001073902,0.001919262,0.0001690929,0.6503807,0.00002182599,0.000002678186,0.005814823],"study_design_scores_gemma":[0.0005258178,0.0004175559,0.02578446,0.0000084603,0.00001126769,0.0001574108,0.001071937,0.00002987296,0.9693964,0.001281151,0.001161353,0.0001542857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977236,0.000141815,0.00002611368,0.0002002676,0.00005970182,0.0002175302,0.000002489212,0.00008121655,0.001547285],"genre_scores_gemma":[0.9992309,0.00006035806,0.0003575393,0.000007759268,0.00001098501,0.00002577901,0.000003482962,0.000009837563,0.0002933539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3190158,"threshold_uncertainty_score":0.6926661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008447981591114154,"score_gpt":0.1970429096736515,"score_spread":0.1885949280825373,"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."}}