{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898285,0.0002744374,0.0002884202,0.0002425097,0.0002141265,0.0003329145,0.0003020537,0.0004431515,0.0004897423],"category_scores_gemma":[0.0004539319,0.0003078349,0.0003836314,0.0002090148,0.0001695829,0.0003941512,0.0002155405,0.0005895059,0.0001915345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774452,"about_ca_system_score_gemma":0.0002581954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006383665,"about_ca_topic_score_gemma":0.001778237,"domain_scores_codex":[0.9998492,0.00001407623,0.0000179236,0.00003755134,0.00004731107,0.00003395533],"domain_scores_gemma":[0.9997608,0.00005286174,0.00007126512,0.00002782841,0.00005912307,0.00002811372],"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":[0.00002711464,0.00001188301,0.00002485172,0.00002099017,0.000003309186,0.00001357122,0.000006509413,0.00007494522,0.9990502,0.0000320396,0.00000788735,0.0007266258],"study_design_scores_gemma":[0.000002991705,0.00002558637,0.0001524244,8.008374e-7,0.000004366588,0.00001644014,0.000001971247,0.0002938503,0.9993178,0.00000406234,0.0001782027,0.000001538019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863239,0.0005540811,0.01192681,0.00005676331,0.00002784129,0.00002608975,0.0001053735,0.0001606412,0.0008184829],"genre_scores_gemma":[0.9803286,0.000384884,0.01764813,0.00001920813,0.000009800176,0.00002402096,0.0001337404,0.00004175381,0.001409896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006383665,"threshold_uncertainty_score":0.002013028,"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."}}