{"id":"W4322490173","doi":"10.1021/acs.est.2c06883","title":"Bioaccumulation of Per- and Polyfluoroalkyl Substances (PFAS) in Ferns: Effect of PFAS Molecular Structure and Plant Root Characteristics","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"China Postdoctoral Science Foundation; Central University Basic Research Fund of China; National Natural Science Foundation of China","keywords":"Bioaccumulation; Environmental chemistry; Chemistry; Adsorption; Botany; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004599084,0.0001813016,0.0002925989,0.0004392947,0.0001179217,0.0000154284,0.0004041417,0.0001497234,0.0001921071],"category_scores_gemma":[0.0000510733,0.0001545192,0.00002361759,0.001155348,0.003333635,0.0002540164,0.0004792193,0.000194653,0.00001614659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410947,"about_ca_system_score_gemma":0.00001072368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087521,"about_ca_topic_score_gemma":0.0001209532,"domain_scores_codex":[0.9981583,0.00005212689,0.0002918372,0.0005016051,0.0005379147,0.0004581946],"domain_scores_gemma":[0.9994398,0.00006161258,0.0001262807,0.0002791108,0.000002115558,0.00009108171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002094092,0.00001282794,0.487585,0.00001009728,0.00000194234,0.000007967275,0.0001462933,0.00005135857,0.4782721,0.00005346419,0.000001612952,0.03383637],"study_design_scores_gemma":[0.0002814958,0.0002479655,0.6502457,0.00001797578,0.000005117739,0.00001418449,0.0001394789,0.001365012,0.3471357,0.0002702168,0.0001562806,0.0001208605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975741,0.001737824,0.00001436748,0.0001170409,0.00004255356,0.0002879867,0.00009708835,0.00003097139,0.00009807383],"genre_scores_gemma":[0.9992629,0.0005509619,0.0001149161,0.000007410375,0.000004660425,0.00001248076,0.00001520003,0.00001009015,0.00002138325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626607,"threshold_uncertainty_score":0.9993787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005084320329353053,"score_gpt":0.2421317007618045,"score_spread":0.2370473804324515,"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."}}