{"id":"W4299878907","doi":"10.1007/s11356-022-23166-7","title":"Sustainable conversion of saturated adsorbents (SAs) from wastewater into value-added products: future prospects and challenges with toxic per- and poly-fluoroalkyl substances (PFAS)","year":2022,"lang":"en","type":"review","venue":"Environmental Science and Pollution Research","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adsorption; Pollutant; Leaching (pedology); Wastewater; Reuse; Waste management; Sewage treatment; Pollution; Chemistry; Environmental chemistry; Environmental science; Environmental engineering; Soil water; Organic chemistry; Engineering","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":[0.0005064645,0.0009931963,0.00115939,0.001770952,0.0001902152,0.0009674462,0.0005726625,0.000807788,0.002226188],"category_scores_gemma":[0.0003347595,0.0002805906,0.0005377323,0.002463785,0.000240903,0.001058709,0.0005374782,0.0009004051,0.00110421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450225,"about_ca_system_score_gemma":0.001165735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392669,"about_ca_topic_score_gemma":0.003863799,"domain_scores_codex":[0.9998595,0.00001290987,0.00001265783,0.00002782542,0.00006615438,0.00002094732],"domain_scores_gemma":[0.999846,0.0000526735,0.00002886363,0.000005852834,0.00005096495,0.00001565065],"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":[0.000056829,0.0000945041,0.0001333218,0.02749518,0.0001406386,0.000112822,0.0000370344,0.0006443953,0.009547275,0.004338847,0.01264816,0.944751],"study_design_scores_gemma":[0.00001271309,0.00012855,0.0008031655,0.002765959,0.0001835141,0.0003979222,0.00006709721,0.0001862052,0.003961205,0.001653296,0.9898157,0.00002457228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004436072,0.9975198,0.0003055689,0.0001543645,0.0001426991,0.000005330706,0.0000416351,0.000008445883,0.001378576],"genre_scores_gemma":[0.001415155,0.9973067,0.0003009601,0.00008111277,0.00004723178,0.000004887795,0.0000432745,0.000001419388,0.0007992316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002226188,"threshold_uncertainty_score":0.007447302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806461373318261,"score_gpt":0.2964331927864352,"score_spread":0.2583685790532526,"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."}}