{"id":"W4315499064","doi":"10.1021/acs.est.2c07156","title":"Aspartame-Sweetened Tap Water: Transformation Products and 2,6-Dichloro-1,4-Benzoquinone Formation","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Alberta Health; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Aspartame; Tap water; Chemistry; Transformation (genetics); Environmental chemistry; 1,4-Benzoquinone; Food science; Environmental science; Organic chemistry; Environmental engineering; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001180883,0.0003583029,0.0001393411,0.0002045325,0.0001113202,0.0002386976,0.0001833578,0.000308578,0.001016462],"category_scores_gemma":[0.0001997956,0.0001573195,0.0001854587,0.0001995388,0.0002115384,0.0002534723,0.0002192154,0.0002908732,0.0002049539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199083,"about_ca_system_score_gemma":0.0001993631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176189,"about_ca_topic_score_gemma":0.00161976,"domain_scores_codex":[0.9998487,0.00001307911,0.000006033384,0.00004495351,0.0000600069,0.00002719349],"domain_scores_gemma":[0.9999073,0.00001612299,0.00003080176,0.000005832403,0.00002822232,0.0000117358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003716857,0.00000352573,0.0003820129,0.0000206191,0.00000202176,0.00004676251,0.00002365552,0.00001396139,0.9988188,0.00001132657,0.00001289074,0.0006272712],"study_design_scores_gemma":[0.000003844413,0.00007593555,0.005516063,0.00000243236,0.000006926837,0.0001496817,0.00005644089,0.0004015853,0.9930668,0.00002349665,0.0006917526,0.000005036436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923361,0.001013917,0.005143318,0.00006852202,0.0000115109,0.0000289486,0.000425441,0.00007177651,0.0009004195],"genre_scores_gemma":[0.9926571,0.00056252,0.004648441,0.00005305846,0.000004189209,0.00002227028,0.0004435203,0.00001948445,0.001589513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00176189,"threshold_uncertainty_score":0.003503323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006193340806345172,"score_gpt":0.1929928384835345,"score_spread":0.1867994976771893,"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."}}