{"id":"W3184666160","doi":"","title":"Composition and river export of per- and polyfluoroalkyl substances (PFAS) upstream and downstream of a manufacturing plant in the Cape Fear River basin (North Carolina, USA)","year":2021,"lang":"en","type":"article","venue":"IDEALS (University of Illinois Urbana-Champaign)","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cape; Downstream (manufacturing); Upstream (networking); Upstream and downstream (DNA); Drainage basin; Environmental science; Hydrology (agriculture); Geography; Business; Geology; Engineering; Archaeology; Cartography; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003132582,0.0001898032,0.0004148141,0.0001237466,0.0001774383,0.00001295968,0.000233725,0.00009990636,0.0002935297],"category_scores_gemma":[0.000007985397,0.000176755,0.00007190834,0.0002281738,0.001227205,0.0003206363,0.0001909736,0.0001804612,0.000003708783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005905672,"about_ca_system_score_gemma":0.00003191949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222685,"about_ca_topic_score_gemma":0.01579342,"domain_scores_codex":[0.9983999,0.0001779842,0.0002394819,0.0004000751,0.0004814276,0.000301135],"domain_scores_gemma":[0.9991969,0.0001721621,0.0001936936,0.0002776234,0.00003011611,0.0001294946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001784901,0.0001454455,0.9537487,0.0001095881,0.00004750641,0.0001448518,0.01947693,0.0001209515,0.007134245,0.00007454414,0.0001681538,0.01865061],"study_design_scores_gemma":[0.0008275537,0.0001311316,0.9811066,0.00007270693,0.00004142678,0.000052492,0.005818137,0.0002593899,0.0107102,0.0001497669,0.0006425714,0.0001880566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943733,0.004207534,0.00005537107,0.0001724022,0.00001777599,0.0002120258,0.0002520882,0.000006407451,0.0007031519],"genre_scores_gemma":[0.9951883,0.003893483,0.0006995072,0.0000318936,0.000009375103,6.960794e-7,0.00002899676,0.000007455115,0.000140274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02735789,"threshold_uncertainty_score":0.9943508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200074385195435,"score_gpt":0.2008263635627834,"score_spread":0.188825619710829,"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."}}