{"id":"W2593110763","doi":"10.1021/acs.estlett.7b00043","title":"Sweetened Swimming Pools and Hot Tubs","year":2017,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Urine; Tap water; Environmental chemistry; Chemistry; Chlorine; Environmental science; Environmental engineering; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0002069795,0.0001859212,0.0001284746,0.0001551656,0.001755703,0.0001659179,0.0006650158,0.00008481764,0.0003395452],"category_scores_gemma":[0.00002477788,0.0001639847,0.00003328231,0.000161485,0.005294987,0.00101085,0.0008849644,0.0001363166,0.0005665543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022391,"about_ca_system_score_gemma":0.000003425658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001901728,"about_ca_topic_score_gemma":0.00002153432,"domain_scores_codex":[0.9984163,0.00001009689,0.0001342041,0.000626524,0.0003206346,0.0004922417],"domain_scores_gemma":[0.9991304,0.000008016907,0.0001166793,0.0006308618,6.464358e-7,0.0001134426],"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":[0.000003916164,0.0000307769,0.4787891,4.072895e-7,0.000002767674,0.00001382572,0.00006363808,0.00001096682,0.5123021,0.0000313104,0.00005620627,0.008695011],"study_design_scores_gemma":[0.0003773529,0.00007815759,0.8527505,0.000005886086,0.00001493256,0.00004718082,0.0001323148,0.00006660991,0.144498,0.000402615,0.001395472,0.0002309542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931243,0.00001987864,0.0001021749,0.004483922,0.0001421293,0.0001864811,0.000002084774,0.00009715683,0.001841837],"genre_scores_gemma":[0.9983767,0.00002036991,0.0009605377,0.0004099244,0.00001881142,0.00002294036,0.000001669656,0.0000107479,0.000178316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3739615,"threshold_uncertainty_score":0.9995439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004999227918950969,"score_gpt":0.2016385731423441,"score_spread":0.1966393452233931,"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."}}