{"id":"W3014501702","doi":"10.1002/wer.1335","title":"Treatment of municipal wastewater in AnMBRs with powdered activated carbon addition under psychrophilic temperatures","year":2020,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Effluent; Membrane fouling; Fouling; Chemistry; Population; Bioreactor; Wastewater; Permeation; Membrane; Chromatography; Pulp and paper industry; Environmental engineering; Biochemistry; Environmental science","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":[0.0003326027,0.0004549758,0.0005753828,0.00021604,0.0003081171,0.0005842633,0.0002362437,0.0004613705,0.0005244401],"category_scores_gemma":[0.0003314179,0.0002178728,0.0005247299,0.0002862432,0.0001780403,0.0002989612,0.0002719977,0.0004118795,0.0002284274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127751,"about_ca_system_score_gemma":0.0003439286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985381,"about_ca_topic_score_gemma":0.003781423,"domain_scores_codex":[0.9996887,0.00006367042,0.00004172898,0.00004563005,0.00009673138,0.00006353218],"domain_scores_gemma":[0.9998179,0.00003255388,0.00004735839,0.00001322978,0.00005342185,0.00003557749],"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":[0.0002244852,0.00003301788,0.0003723112,0.00005929824,0.000009345927,0.00003079052,0.0000199558,0.0001428859,0.9983099,0.000005632314,0.00001198867,0.0007803743],"study_design_scores_gemma":[0.00001755598,0.0009499596,0.007989217,0.00001527768,0.00003105875,0.00005860135,0.00007210847,0.001141286,0.9892278,0.00001343451,0.0004725303,0.00001117381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991907,0.0002101555,0.0002831263,0.00002080934,0.000008540724,0.00001362484,0.0000761156,0.00001326484,0.0001835158],"genre_scores_gemma":[0.9975088,0.0003057912,0.001373938,0.00002601687,0.000006713258,0.00002764271,0.0002098976,0.000008269096,0.0005330785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002985381,"threshold_uncertainty_score":0.005936027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05476083638319366,"score_gpt":0.2954916886417041,"score_spread":0.2407308522585104,"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."}}