{"id":"W4309293846","doi":"10.1016/j.envres.2022.114844","title":"Critical review on phytoremediation of polyfluoroalkyl substances from environmental matrices: Need for global concern","year":2022,"lang":"en","type":"review","venue":"Environmental Research","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental remediation; Phytoremediation; Environmental science; Bioaccumulation; Environmental chemistry; Soil water; Contamination; Soil contamination; Pollution; Soil remediation; Environmental protection; Environmental planning; Chemistry; Ecology; Soil science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002103326,0.0008519731,0.002004411,0.0001832082,0.0006631603,0.00007545875,0.002103457,0.0004276015,0.0440053],"category_scores_gemma":[0.0004519921,0.0007665044,0.0009434896,0.0008428787,0.002022959,0.0003837871,0.001204505,0.001455311,0.001832173],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004645542,"about_ca_system_score_gemma":0.0001538721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531724,"about_ca_topic_score_gemma":0.00004441717,"domain_scores_codex":[0.9889614,0.001587872,0.001406666,0.001750658,0.004707561,0.001585866],"domain_scores_gemma":[0.9942135,0.003453238,0.0004614079,0.001287224,0.000006383335,0.0005781984],"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":[0.0001201745,0.0006513188,0.0008284804,0.003801683,0.0001052141,0.00002767118,0.00008153217,0.000003227969,0.0000742676,0.00004834383,0.005113265,0.9891448],"study_design_scores_gemma":[0.0004738004,0.0006613921,0.0003370118,0.003377795,0.0002463865,0.000009351948,0.0001871415,0.00002655956,0.00006877357,0.0005702412,0.9933759,0.0006656775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008656567,0.9842319,0.00001659314,0.00009476359,0.0003638154,0.003520006,0.007769056,0.00003499082,0.003103171],"genre_scores_gemma":[0.001656396,0.9923292,0.0002659851,0.0001348694,0.0003209381,0.001815493,0.002558881,0.0001297292,0.0007884467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884791,"threshold_uncertainty_score":0.9994786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478279299272351,"score_gpt":0.4225485698288091,"score_spread":0.274720639901574,"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."}}