{"id":"W41530216","doi":"10.2175/106143005x72858","title":"Parameters Governing Permeate Flux in an Anaerobic Membrane Bioreactor Treating Low‐Strength Municipal Wastewaters: A Literature Review","year":2006,"lang":"en","type":"review","venue":"Water Environment Research","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Membrane; Permeation; Bioreactor; Membrane reactor; Sparging; Flux (metallurgy); Chemical engineering; Pulp and paper industry; Chromatography; Environmental engineering; Environmental science; Engineering","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":[0.0008676589,0.001362761,0.002076051,0.00488865,0.0003150249,0.001697188,0.0009788745,0.001050047,0.001324815],"category_scores_gemma":[0.002093639,0.0004624191,0.001503536,0.006792412,0.0004205929,0.001773095,0.0005098993,0.0005055269,0.0004175116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006322809,"about_ca_system_score_gemma":0.002341643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812701,"about_ca_topic_score_gemma":0.003801614,"domain_scores_codex":[0.9994578,0.00009127561,0.0001855071,0.00008213884,0.0001474876,0.00003579699],"domain_scores_gemma":[0.9977171,0.001222273,0.0005001647,0.00002563615,0.000491648,0.00004313406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002196817,0.000128665,0.003083409,0.2846898,0.0009287631,0.0008823388,0.0004462438,0.001804644,0.008163632,0.001283708,0.008021668,0.6903474],"study_design_scores_gemma":[0.00007957365,0.001304908,0.038556,0.1179413,0.01555321,0.006926421,0.002639753,0.002255551,0.02274344,0.002861371,0.7887645,0.000373982],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001713066,0.9972791,0.0002391189,0.000118155,0.00003944075,0.000008430488,0.00008218161,0.00001013869,0.0005103728],"genre_scores_gemma":[0.004311347,0.9949965,0.0003525087,0.0000878562,0.00003727232,0.00001039774,0.00007889835,0.000001821412,0.0001232586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00488865,"threshold_uncertainty_score":0.005592644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06640152430231983,"score_gpt":0.3482381169150428,"score_spread":0.2818365926127229,"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."}}