{"id":"W591984257","doi":"10.2166/wpt.2015.038","title":"Current status of the rotating belt filtration (RBF) technology for municipal wastewater treatment","year":2015,"lang":"en","type":"article","venue":"Water Practice & Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trojan Technologies (Canada)","funders":"","keywords":"Total suspended solids; Suspended solids; Effluent; Total dissolved solids; Filtration (mathematics); Wastewater; Clogging; Mixed liquor suspended solids; Settling; Environmental science; Environmental engineering; Aeration; Volatile suspended solids; Waste management; Biofilter; Engineering; Chemical oxygen demand; Activated sludge; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362198,0.0002336428,0.0002711416,0.0002290517,0.0001785323,0.0000223094,0.0006233992,0.0003276143,0.00008281363],"category_scores_gemma":[0.001176004,0.0001389149,0.00006821491,0.0005311014,0.0006455104,0.000419618,0.0005604121,0.0002915658,0.0001497367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701742,"about_ca_system_score_gemma":0.00004626711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639157,"about_ca_topic_score_gemma":0.0002421288,"domain_scores_codex":[0.9980704,0.00009122663,0.0004721768,0.0004410848,0.0002669037,0.0006582547],"domain_scores_gemma":[0.9985138,0.00009989988,0.0003244829,0.0009327386,0.00007232563,0.00005671274],"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":[0.0004664554,0.001435136,0.03731125,0.00006569371,0.0001973022,0.00001240021,0.008460275,0.005051305,0.6728294,0.01012024,0.002790887,0.2612596],"study_design_scores_gemma":[0.0008445306,0.000709254,0.00007627131,0.00001196491,0.0000676714,0.00004298487,0.002562054,0.001050936,0.7163724,0.008092782,0.2699976,0.0001714932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816756,0.0002564998,0.0004821803,0.01449994,0.000339267,0.001183906,0.00001428721,0.0004322395,0.001116054],"genre_scores_gemma":[0.9853963,0.0001120968,0.01351885,0.00005475794,0.00001889272,0.0005153279,0.0000206876,0.00002568838,0.0003374548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2672067,"threshold_uncertainty_score":0.5664787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137051210722311,"score_gpt":0.3154832510863598,"score_spread":0.2741127389791367,"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."}}