{"id":"W4362467910","doi":"10.3390/toxics11040335","title":"Sources, Fate, and Detection of Dust-Associated Perfluoroalkyl and Polyfluoroalkyl Substances (PFAS): A Review","year":2023,"lang":"en","type":"review","venue":"Toxics","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Alberta","funders":"King Fahd University of Petroleum and Minerals","keywords":"Environmental science; Environmental chemistry; Bioaccumulation; Contamination; Chemistry; Ecology; Biology","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":[0.0004929674,0.0009778347,0.001140715,0.002885945,0.0002739943,0.0008295299,0.0006199506,0.0008865906,0.002722948],"category_scores_gemma":[0.0008011375,0.0003168952,0.0007908918,0.002481299,0.0002852168,0.001183291,0.0004222244,0.0007611111,0.001119409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134558,"about_ca_system_score_gemma":0.001429168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913464,"about_ca_topic_score_gemma":0.002701496,"domain_scores_codex":[0.9997509,0.00003530341,0.00004163902,0.00005547548,0.00009810601,0.00001866339],"domain_scores_gemma":[0.9995216,0.0002191207,0.00009158313,0.00001251979,0.0001345468,0.00002057757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009274425,0.000118913,0.0007776645,0.08528382,0.0002772687,0.0002684757,0.0001341377,0.000887336,0.008051757,0.002761306,0.0190948,0.8822518],"study_design_scores_gemma":[0.000009459251,0.0002063549,0.002360155,0.009787489,0.0005490406,0.001344444,0.0001543034,0.0001852009,0.003575658,0.001394386,0.9803913,0.00004243145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003504415,0.9982456,0.000206931,0.0001312544,0.0001056199,0.000006341141,0.0000646149,0.000008651473,0.0008805558],"genre_scores_gemma":[0.001027174,0.9982151,0.0002314622,0.00006930593,0.00004899154,0.000005556695,0.00005168437,0.000001393592,0.0003493881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002885945,"threshold_uncertainty_score":0.009109199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05413513618821805,"score_gpt":0.3280671633578759,"score_spread":0.2739320271696579,"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."}}