{"id":"W7128587825","doi":"10.31031/acet.2019.03.000567","title":"Source Characterization of Disinfectants in Municipal Wastewaters","year":2019,"lang":"","type":"article","venue":"Advancements in Civil Engineering & Technology","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Triclocarban; Triclosan; Wastewater; Sewage treatment; Biocide; Disinfectant","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002048,0.0003604024,0.0002668783,0.001475907,0.000312454,0.0005325924,0.0002100471,0.0003971194,0.0009751762],"category_scores_gemma":[0.0003965969,0.0001107883,0.0002735808,0.0007734071,0.0001416771,0.0002174868,0.0003031271,0.0002365698,0.0005069666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003945115,"about_ca_system_score_gemma":0.0004519573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360804,"about_ca_topic_score_gemma":0.002438578,"domain_scores_codex":[0.9995865,0.00002522178,0.00004506962,0.00007463402,0.0002143629,0.00005418758],"domain_scores_gemma":[0.9997286,0.00003423733,0.00005034262,0.0000113735,0.0001605432,0.00001488769],"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":[0.0001459416,0.00003115733,0.005649011,0.0001582032,0.000008536383,0.00009152156,0.0001262525,0.0002818235,0.9841106,0.00008034932,0.0001229745,0.00919363],"study_design_scores_gemma":[0.00000738455,0.0002224893,0.0358504,0.00003887143,0.00002686149,0.0002312281,0.0003550053,0.002157949,0.9564056,0.0001044948,0.004587705,0.00001189695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891897,0.0008574625,0.00490699,0.00004288829,0.00001418657,0.00007846707,0.001740222,0.00008106984,0.003089102],"genre_scores_gemma":[0.9859076,0.001351368,0.005918422,0.00009270827,0.00001000661,0.0001313032,0.002699531,0.00006867505,0.003820396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00360804,"threshold_uncertainty_score":0.007174075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006678112537185791,"score_gpt":0.2326460814586939,"score_spread":0.2259679689215081,"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."}}