{"id":"W2293271279","doi":"10.1021/acs.iecr.5b03290","title":"Removal of BSA and HA Contaminants from Aqueous Solution Using Amphiphilic Triblock Copolymer Modified Poly(ether imide) UF Membrane and Their Fouling Behaviors","year":2015,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Science and Engineering Research Board; Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane; Ultrafiltration (renal); Copolymer; Chemistry; Aqueous solution; Poloxamer; Fouling; Fourier transform infrared spectroscopy; Chemical engineering; Chromatography; Polymer chemistry; Amphiphile; Nuclear chemistry; Materials science; Polymer; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002466128,0.0004187746,0.0002965587,0.0002349149,0.0001681545,0.0002321948,0.0001573968,0.0004507403,0.0002107347],"category_scores_gemma":[0.0002284405,0.000159379,0.000327123,0.0002114236,0.0001358168,0.0003761608,0.0001843936,0.0003574904,0.0001297228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088148,"about_ca_system_score_gemma":0.0001777409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120964,"about_ca_topic_score_gemma":0.001018089,"domain_scores_codex":[0.9998335,0.00002145223,0.00001611073,0.00003289716,0.00005810248,0.00003799176],"domain_scores_gemma":[0.9999092,0.00001478595,0.00002768097,0.000006528843,0.00002939427,0.00001245819],"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":[0.00001030368,0.000005668402,0.0000427498,0.00001629382,0.000001618066,0.0000124951,0.000007639805,0.00002713218,0.9993044,0.000009747669,0.000003378366,0.000558608],"study_design_scores_gemma":[0.000001168275,0.00005276932,0.0005753602,0.000001313592,0.0000045482,0.00003365341,0.000006033459,0.0003809581,0.9987137,0.000005804988,0.000221842,0.000002812093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920607,0.001254586,0.00610895,0.0000397893,0.00001145225,0.00001965566,0.00006426982,0.00004041647,0.0004001961],"genre_scores_gemma":[0.9875196,0.001202254,0.009686994,0.00003439064,0.000008761816,0.00004337395,0.0001383715,0.00001836068,0.001347869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001120964,"threshold_uncertainty_score":0.002228916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396810282236835,"score_gpt":0.3255446956372737,"score_spread":0.1858636674135902,"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."}}