{"id":"W4364375470","doi":"10.1016/j.emcon.2023.100228","title":"Legacy and novel PFASs in wastewater, natural water, and drinking water: Occurrence in Western Countries vs China","year":2023,"lang":"en","type":"article","venue":"Emerging contaminants","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Soochow University","keywords":"China; Groundwater; Wastewater; Environmental chemistry; Environmental science; Environmental protection; Chemistry; Environmental health; Geography; Environmental engineering; Medicine; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005686914,0.0002050683,0.0002523892,0.0001697922,0.0001685665,0.0001683572,0.000243911,0.00006459704,0.00008233455],"category_scores_gemma":[0.00001741947,0.000142602,0.00001871869,0.0002299944,0.0002185331,0.0009828652,0.0005298409,0.0002747549,0.000115257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009487454,"about_ca_system_score_gemma":0.000006446153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140845,"about_ca_topic_score_gemma":0.005225014,"domain_scores_codex":[0.9980164,0.00005759111,0.0002775031,0.0004635555,0.000344007,0.0008409453],"domain_scores_gemma":[0.9996632,0.00004023073,0.00002599528,0.0001717592,0.000005718794,0.00009307024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005838357,0.00002711391,0.9157919,0.00004460839,0.000004050853,0.0001080793,0.01099484,0.00004627819,0.0556673,0.000005916275,0.0000552874,0.01719623],"study_design_scores_gemma":[0.001413949,0.00005391341,0.9552543,0.0001756863,0.000003249995,0.00002211024,0.0005329914,0.002846576,0.02945935,0.00004368771,0.009856848,0.000337396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979028,0.0009182976,0.000005391183,0.0005517949,0.0002703438,0.0001948398,0.000008542361,0.00003893364,0.0001091316],"genre_scores_gemma":[0.99819,0.0006818148,0.00001371396,0.00004188702,0.00001943488,0.00002204285,0.00002820364,0.00001270867,0.0009901649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03946232,"threshold_uncertainty_score":0.5815142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385690346420644,"score_gpt":0.272819103622104,"score_spread":0.2589622001578976,"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."}}