{"id":"W2076230971","doi":"10.1080/09593330.2004.9619365","title":"Bench-Scale Assessment of the Effectiveness Of An Anaerobic Selector in Controlling Filamentous Bulking","year":2004,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anaerobic exercise; Segmented filamentous bacteria; Sequencing batch reactor; Hydraulic retention time; Sludge bulking; Pulp and paper industry; Organic matter; Chemistry; Bioreactor; Activated sludge; Volume (thermodynamics); Environmental engineering; Environmental science; Biology; Effluent; Sewage treatment","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":[0.0005399146,0.0005654511,0.0004854753,0.0001908761,0.0003807062,0.0006465803,0.0004583236,0.0005425608,0.0006606511],"category_scores_gemma":[0.0006605522,0.0001494751,0.0003084377,0.0002055019,0.000313435,0.0003217655,0.000234665,0.0004710419,0.0001946729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863841,"about_ca_system_score_gemma":0.0004199574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002824605,"about_ca_topic_score_gemma":0.003107543,"domain_scores_codex":[0.9996872,0.00007681397,0.00002283135,0.00004537162,0.0001177349,0.00004999834],"domain_scores_gemma":[0.9996126,0.000121637,0.00007151884,0.00002717007,0.00008420736,0.0000828451],"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":[0.0002295117,0.0002201861,0.0003556758,0.00004369631,0.000007590579,0.00002938399,0.00001331015,0.000240236,0.9972964,0.00001030683,0.00001851244,0.001535159],"study_design_scores_gemma":[0.00003913251,0.005882811,0.00430116,0.000005169332,0.00003981284,0.00009522391,0.00005140488,0.001328143,0.9877266,0.00001864444,0.0004982667,0.00001369307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974909,0.0002571359,0.001546265,0.00003035263,0.00001504169,0.00005931857,0.0001438904,0.00003731999,0.0004198972],"genre_scores_gemma":[0.9867666,0.0006536121,0.01058674,0.00005855733,0.00002529807,0.00005195948,0.0005967917,0.00002168655,0.001238923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002824605,"threshold_uncertainty_score":0.005616307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003272717842999696,"score_gpt":0.2081179780970396,"score_spread":0.2048452602540399,"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."}}