{"id":"W4402929947","doi":"10.1021/acs.est.4c02134","title":"Development and Evaluation of Aquatic and Terrestrial Food Web Bioaccumulation Models for Per- and Polyfluoroalkyl Substances","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute of Environmental Health Sciences; Strategic Environmental Research and Development Program","keywords":"Bioaccumulation; Food web; Environmental chemistry; Environmental science; Aquatic environment; Food chain; Ecology; Chemistry; Biology; Ecosystem","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":[0.0007276502,0.0004974908,0.0003914239,0.0003148585,0.0002017138,0.0004656889,0.0007479318,0.0006216268,0.0005107187],"category_scores_gemma":[0.001291559,0.0002580787,0.0006186102,0.000209272,0.0001905432,0.0006899833,0.0004276977,0.0004147306,0.0001542452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038462,"about_ca_system_score_gemma":0.001023282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009727189,"about_ca_topic_score_gemma":0.005911274,"domain_scores_codex":[0.999828,0.00006081248,0.00001491625,0.00003882368,0.00004149282,0.00001602872],"domain_scores_gemma":[0.9995528,0.0002075299,0.00008165053,0.00002877372,0.000112964,0.00001633035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000431075,0.00008256052,0.003123863,0.00007437775,0.00004791927,0.00003543468,0.00002068183,0.9779197,0.007317357,0.001950302,0.000093481,0.009291219],"study_design_scores_gemma":[0.000006435097,0.00004710202,0.0007218988,0.000004825887,0.00001112939,0.00001342341,0.000008021816,0.9955727,0.002506458,0.0007985548,0.0003027316,0.000006659026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285264,0.0007095753,0.26484,0.0002492245,0.00002408104,0.0001483871,0.0006124886,0.0002942722,0.004595555],"genre_scores_gemma":[0.9398701,0.0006095066,0.05713683,0.00004786945,0.000007611418,0.0002457871,0.0004071894,0.00003317151,0.001641989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009727189,"threshold_uncertainty_score":0.01934111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402541193926784,"score_gpt":0.3038706837074569,"score_spread":0.2598452717681891,"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."}}