{"id":"W2137873647","doi":"10.5539/mas.v4n11p147","title":"Effect of Rejection Performance on Hollow Fiber Composite Reverse Osmosis Membrane by Alcohols Additives","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysulfone; Membrane; Ultrafiltration (renal); Interfacial polymerization; Reverse osmosis; Polyamide; Chemical engineering; Aqueous solution; Thin-film composite membrane; Vinyl alcohol; Composite number; Alcohol; Fiber; Materials science; Chromatography; Chemistry; Polymer chemistry; Polymer; Composite material; Organic chemistry; Monomer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000275855,0.0004212429,0.0003371506,0.0001741681,0.0001379831,0.0003067004,0.0001705739,0.0003798768,0.0007344227],"category_scores_gemma":[0.0003945731,0.0001538224,0.0003447107,0.0001310354,0.0001337835,0.0004414783,0.0001193779,0.0003574801,0.0002894171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049701,"about_ca_system_score_gemma":0.0001676043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008207897,"about_ca_topic_score_gemma":0.0006561042,"domain_scores_codex":[0.9997148,0.00004353822,0.00002724043,0.00005739055,0.00008752541,0.00006946025],"domain_scores_gemma":[0.9997129,0.00006850765,0.00007381542,0.00001436911,0.00009226329,0.00003821843],"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":[0.00009856089,0.000007884386,0.0000686967,0.00002514946,0.000003309189,0.00001593878,0.000007494253,0.00004352782,0.9993187,0.000009301158,0.000004639573,0.0003967805],"study_design_scores_gemma":[0.000003103897,0.0001058061,0.0004743768,0.000001522788,0.000008265503,0.00002499224,0.000005080833,0.0002185085,0.9990199,0.000002431597,0.0001335816,0.000002484022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975551,0.0006662052,0.001231543,0.00002615439,0.000014554,0.000005977195,0.00003181227,0.00003867097,0.0004300272],"genre_scores_gemma":[0.9971195,0.0005327417,0.001293581,0.00003049726,0.000007514756,0.000007245129,0.00008942468,0.00001925505,0.0009003315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008207897,"threshold_uncertainty_score":0.002456903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005660806448623557,"score_gpt":0.2283330018082347,"score_spread":0.2226721953596112,"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."}}