{"id":"W2904214175","doi":"10.1515/polyeng-2018-0224","title":"Sorption capacities of chitosan/polyethylene oxide (PEO) electrospun nanofibers used to remove ibuprofen in water","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Engineering","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Nanofiber; Adsorption; Electrospinning; Sorption; Freundlich equation; Langmuir; Materials science; Chemical engineering; Wastewater; Chitosan; Ethylene oxide; Effluent; Chromatography; Chemistry; Polymer; Organic chemistry; Composite material; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.0001426349,0.0001582149,0.0003024094,0.0004223659,0.00001731144,0.00001637486,0.0001092475,0.0001025985,0.00002066454],"category_scores_gemma":[0.00001985256,0.0001292652,0.0001083202,0.0002398757,0.00003017294,0.0001657934,0.0000152362,0.0002424191,0.000006445688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005724159,"about_ca_system_score_gemma":0.000008829604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003727957,"about_ca_topic_score_gemma":0.00001451813,"domain_scores_codex":[0.9988731,0.00001275806,0.000496563,0.0000872758,0.0002074119,0.0003228789],"domain_scores_gemma":[0.9996689,0.00002293274,0.00005197537,0.0001122802,0.00003645528,0.0001074367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000234156,0.00001010306,0.0000939586,0.00004573238,0.00004654401,0.000005542753,0.0008482582,0.006113173,0.9923472,0.00003877634,0.0000181319,0.0004091474],"study_design_scores_gemma":[0.0002723902,0.0001576657,0.001169576,0.0001464453,0.00001979722,0.00003461783,0.00009803163,0.009368684,0.9884889,0.00001458828,0.00007654325,0.000152814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893255,0.0002921876,0.009538086,0.0001030577,0.0005448792,0.00004959746,0.000002018134,0.00003849978,0.0001061398],"genre_scores_gemma":[0.998482,0.00002611946,0.001051094,0.00001981826,0.0003455132,0.000001294141,6.026097e-7,0.00003615758,0.00003739167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009156475,"threshold_uncertainty_score":0.5271283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006015149553560476,"score_gpt":0.1955600032966634,"score_spread":0.1895448537431029,"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."}}