{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001121456,0.0001954537,0.0001390096,0.000762936,0.0007810318,0.0006494537,0.0004001939,0.0003037303,0.001173302],"category_scores_gemma":[0.000340879,0.0001787658,0.0001607656,0.001061284,0.000454742,0.0003020833,0.0004432721,0.0002806527,0.0002406966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566912,"about_ca_system_score_gemma":0.001553002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5815439,"about_ca_topic_score_gemma":0.7191892,"domain_scores_codex":[0.9998136,0.00001220104,0.000008122571,0.0000762118,0.00006124374,0.00002862869],"domain_scores_gemma":[0.9996167,0.00005497448,0.00009774275,0.00001472415,0.0001684743,0.00004736015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570802,0.00006507351,0.9615703,0.00006235683,0.00005009489,0.0007647794,0.00204484,0.0005178414,0.02192016,0.0001646197,0.001557815,0.01112505],"study_design_scores_gemma":[0.000001786917,0.000009862915,0.9975358,0.000008389056,0.000006368511,0.00002820508,0.0006898249,0.0002546784,0.0006577635,0.00001089523,0.0007906301,0.000005691638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969423,0.000034025,0.00006883682,0.00005214492,0.000002247205,0.00000862582,0.0009795704,0.000008600159,0.001903559],"genre_scores_gemma":[0.9938152,0.0000970859,0.0003808327,0.00006564614,0.00000360594,0.00002550372,0.001600845,0.00001090112,0.00400042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5815439,"threshold_uncertainty_score":0.8418409,"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."}}