{"id":"W2055272922","doi":"10.1080/09593330309385556","title":"Impact of soluble organic compounds on permeate flux in an aerobic membrane bioreactor","year":2003,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Chemistry; Membrane bioreactor; Filtration (mathematics); Effluent; Permeation; Volatile suspended solids; Chemical oxygen demand; Chromatography; Membrane; Flux (metallurgy); Bioreactor; Total dissolved solids; Environmental chemistry; Wastewater; Environmental engineering; Organic chemistry; Biochemistry; Environmental science","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":[0.0003641588,0.0003826802,0.0005104428,0.0001655137,0.000225822,0.0006740026,0.0001309287,0.0002858175,0.0002733951],"category_scores_gemma":[0.0006848165,0.0001423144,0.0002557634,0.0002879029,0.0002388355,0.0004790099,0.0003214841,0.0002929958,0.0000996343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005946071,"about_ca_system_score_gemma":0.000382998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941681,"about_ca_topic_score_gemma":0.002327887,"domain_scores_codex":[0.9996449,0.0000858799,0.00002908372,0.00005540552,0.0001248061,0.00006001618],"domain_scores_gemma":[0.9996682,0.0001235182,0.00009807946,0.00001302664,0.00005480028,0.00004235094],"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":[0.0003661143,0.00002977696,0.002582673,0.00005312379,0.00001608265,0.00004685976,0.0000363195,0.0006529911,0.9934434,0.00001956329,0.00001726683,0.002735813],"study_design_scores_gemma":[0.00001268741,0.00107992,0.03735055,0.00001154684,0.00005812442,0.0001205101,0.0001103169,0.003929099,0.9566361,0.00003854678,0.0006345119,0.00001806376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991114,0.000280533,0.00037976,0.0000218313,0.000002064717,0.000003054517,0.00006624511,0.00001322299,0.0001219718],"genre_scores_gemma":[0.9986324,0.0003168209,0.0006077769,0.00001512946,0.000002566643,0.000006547306,0.0001369997,0.000007592438,0.0002741941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003941681,"threshold_uncertainty_score":0.007837474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154687500027029,"score_gpt":0.2480980640423685,"score_spread":0.2365511890420982,"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."}}