{"id":"W3191342578","doi":"10.3390/w13152123","title":"Treatment of Effluent of Upflow Anaerobic Sludge Blanket Bioreactor for Water Reuse","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Concordia University; University of Guelph","funders":"Ontario Ministry of Food and Agriculture","keywords":"Effluent; Reverse osmosis; Pulp and paper industry; Ultrafiltration (renal); Filtration (mathematics); Chemical oxygen demand; Membrane fouling; Chemistry; Total suspended solids; Bioreactor; Environmental science; Waste management; Fouling; Environmental engineering; Sewage treatment; Membrane; Chromatography; Engineering","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":[0.0003235648,0.0004418186,0.0005537455,0.000276219,0.0003067814,0.0005466523,0.0002824116,0.0005560945,0.0005208957],"category_scores_gemma":[0.0002179127,0.0001185735,0.0005422775,0.0002887397,0.000119466,0.0003039954,0.0003062904,0.0004850883,0.0002136878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371079,"about_ca_system_score_gemma":0.0004320164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003250056,"about_ca_topic_score_gemma":0.004710869,"domain_scores_codex":[0.9996331,0.00006238968,0.0000339568,0.00005513873,0.0001679217,0.00004753382],"domain_scores_gemma":[0.9998909,0.00001375481,0.00003154191,0.000007035281,0.0000422547,0.00001447439],"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":[0.00004225607,0.00002884985,0.0002647597,0.00007389274,0.000005743497,0.00005523317,0.00001315295,0.0001204855,0.9977363,0.00001303286,0.00002156731,0.001624681],"study_design_scores_gemma":[0.00001008599,0.0003056465,0.005865264,0.00001686136,0.0000211896,0.0001143008,0.00005610605,0.001388832,0.9908302,0.00002368086,0.001359298,0.000008607771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931117,0.001110124,0.004565349,0.00007958155,0.00002758834,0.00004966076,0.0001845077,0.00005060576,0.0008209048],"genre_scores_gemma":[0.9900309,0.00111046,0.006037383,0.00007695769,0.000007722822,0.00005057074,0.0004131533,0.00001830571,0.002254546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250056,"threshold_uncertainty_score":0.006462276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939836217850012,"score_gpt":0.2458947280265501,"score_spread":0.22649636584805,"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."}}