{"id":"W2617578876","doi":"10.3390/w9060365","title":"Study of the Removal of Aniline from Wastewater via MEUF Using Mixed Surfactants","year":2017,"lang":"en","type":"article","venue":"Water","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Xiamen University; Xiamen University of Technology; National Natural Science Foundation of China","keywords":"Aniline; Rhamnolipid; Pulmonary surfactant; Ultrafiltration (renal); Chemistry; Chromatography; Sodium dodecyl sulfate; Permeation; Membrane; Salinity; Nuclear chemistry; Chemical engineering; Organic chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060411,0.0003690151,0.0003853137,0.0002278244,0.0001832427,0.0003644677,0.0002651979,0.0004087817,0.0002529933],"category_scores_gemma":[0.0003265021,0.000124135,0.0004011413,0.0002039848,0.0001199144,0.0005857658,0.0002549432,0.0003197074,0.0001518075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535322,"about_ca_system_score_gemma":0.000168096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001438,"about_ca_topic_score_gemma":0.001492768,"domain_scores_codex":[0.999744,0.00005206942,0.0000203339,0.00005215331,0.00009742025,0.00003405388],"domain_scores_gemma":[0.9998834,0.00003685353,0.00002886135,0.000007497136,0.00003480342,0.000008519156],"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":[0.00004837072,0.00001994797,0.0002617893,0.0001071308,0.00001043753,0.00004974608,0.00002154619,0.0001531424,0.9965158,0.00002830343,0.000007733677,0.002776119],"study_design_scores_gemma":[0.000002494218,0.000205517,0.0009972178,0.000004032494,0.00001295576,0.0000751667,0.00002721049,0.00144928,0.9966162,0.00001256796,0.0005925805,0.000004743949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943534,0.00189061,0.003165429,0.00004031075,0.00001026215,0.0000133972,0.00003168961,0.00001552004,0.0004792855],"genre_scores_gemma":[0.9886885,0.002243315,0.007500668,0.00004734676,0.000009244579,0.00001940516,0.00007276516,0.00001428531,0.001404521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001001438,"threshold_uncertainty_score":0.001991153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019950371964226,"score_gpt":0.269529405039509,"score_spread":0.2293299013198667,"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."}}