{"id":"W4392499883","doi":"10.1016/j.scitotenv.2024.171559","title":"Biosolids, an important route for transporting poly- and perfluoroalkyl substances from wastewater treatment plants into the environment: A systematic review","year":2024,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Iran University of Medical Sciences","keywords":"Biosolids; Environmental chemistry; Wastewater; Sewage treatment; Adsorption; Chemistry; Activated sludge; Sewage sludge; Environmental science; Environmental engineering; Organic chemistry","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":[0.003449143,0.0015965,0.005065249,0.00879423,0.0004399155,0.002474842,0.001370533,0.001929991,0.0034691],"category_scores_gemma":[0.009980328,0.0007246058,0.005526738,0.009191105,0.000658981,0.001956459,0.001170164,0.00111256,0.0003809035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120557,"about_ca_system_score_gemma":0.01170006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245055,"about_ca_topic_score_gemma":0.03632864,"domain_scores_codex":[0.997855,0.0004971818,0.0008264709,0.0002523854,0.0004565181,0.0001123483],"domain_scores_gemma":[0.9944641,0.003355796,0.001243673,0.00007774834,0.0007226056,0.0001360495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001294925,0.00002039546,0.000402419,0.9328489,0.004961211,0.0001041364,0.0001372559,0.0001382401,0.0003779569,0.0003060823,0.00241006,0.05816389],"study_design_scores_gemma":[0.0002488624,0.0003410811,0.00444381,0.792789,0.1022764,0.0006999627,0.0005277751,0.000129519,0.0005298633,0.0005216279,0.09741322,0.00007894239],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003201182,0.999112,0.00006722166,0.0001030335,0.00005763845,0.00004635825,0.000176301,0.00000354199,0.0001138858],"genre_scores_gemma":[0.002085754,0.9973322,0.0001972547,0.0001804298,0.00002068903,0.00003804141,0.00007811146,0.000001414221,0.00006612109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01245055,"threshold_uncertainty_score":0.02475613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017658965363604,"score_gpt":0.2918610370012933,"score_spread":0.2616844473476573,"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."}}