{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004981656,0.0003301782,0.0002911751,0.003037402,0.0004085659,0.0005748199,0.0001592605,0.0002243776,0.0009858616],"category_scores_gemma":[0.0003423754,0.0001201275,0.0002865742,0.003638586,0.0004051055,0.0003576686,0.000502758,0.0001005397,0.0001389282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005991092,"about_ca_system_score_gemma":0.0007765582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03364674,"about_ca_topic_score_gemma":0.04775285,"domain_scores_codex":[0.9997073,0.00003512302,0.00005272549,0.00006490693,0.00006875559,0.00007128304],"domain_scores_gemma":[0.9996252,0.00004101467,0.0001686501,0.00002072831,0.00009962502,0.00004484576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000157855,0.00002293635,0.9582834,0.0001690136,0.00006784367,0.0006178403,0.0009393984,0.0002358949,0.00687238,0.0001470852,0.0002304667,0.03225596],"study_design_scores_gemma":[0.000002101249,0.00008618364,0.9948906,0.00002011577,0.00003788561,0.0005264822,0.001204055,0.0001478212,0.001359028,0.00004507768,0.001672879,0.000007787442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967673,0.001329785,0.0001628472,0.00003899013,0.00000380201,0.00001061099,0.0003344949,0.000005575172,0.001346471],"genre_scores_gemma":[0.996738,0.001552494,0.0003044252,0.0000484092,0.00000972206,0.000008653694,0.0003133775,0.000003311735,0.001021677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03364674,"threshold_uncertainty_score":0.0669018,"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."}}