{"id":"W2059480851","doi":"10.1016/j.memsci.2013.05.034","title":"Fabrication of porous polymeric nanocomposite membranes with enhanced anti-fouling properties: Effect of casting composition","year":2013,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane; Polysulfone; Biofouling; Fouling; Chemical engineering; Phase inversion; Casting; Materials science; Bovine serum albumin; Permeation; Porosity; Chromatography; Chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069337,0.0001809764,0.0004621316,0.0002822664,0.0001744626,0.0000480052,0.0007362934,0.00005525011,0.000153413],"category_scores_gemma":[0.0002323716,0.0001180907,0.00007060372,0.001318125,0.001222891,0.001440151,0.0001159685,0.0001733116,0.00002060022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014406,"about_ca_system_score_gemma":0.00007013908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019861,"about_ca_topic_score_gemma":0.000002457641,"domain_scores_codex":[0.9975097,0.0001025097,0.0007501143,0.0002586382,0.001094169,0.0002848398],"domain_scores_gemma":[0.9978964,0.0001373275,0.001357353,0.0002950672,0.0002206033,0.00009322403],"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":[0.00007618895,0.00005284687,0.002474598,0.0001217754,0.00001034465,0.000002251749,0.0004277381,0.02114662,0.9710177,0.000004075199,0.000004575724,0.004661351],"study_design_scores_gemma":[0.0005221922,0.0008642707,0.007877622,0.0002497516,0.00003088198,0.0001540334,0.000184729,0.003994907,0.9859776,0.000008385986,0.000003376098,0.000132189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966932,0.0001254203,0.001651088,0.0001409201,0.0001109841,0.0003921192,7.530039e-7,0.00002658957,0.0008589082],"genre_scores_gemma":[0.9958905,0.00004345348,0.003982121,0.00001972937,0.00001946544,0.000007240039,4.449601e-7,0.00001070912,0.0000263298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715171,"threshold_uncertainty_score":0.4815601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008573721918070792,"score_gpt":0.2263450703147601,"score_spread":0.2177713483966893,"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."}}