{"id":"W7023798340","doi":"","title":"Piloting of a deammonification moving bed biofilm reactor for mainstream industrial wastewater application","year":2017,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effluent; Industrial wastewater treatment; Wastewater; Clarifier; Struvite; Process (computing); Sewage treatment; Anammox; Pollution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003280265,0.0003229694,0.0003756192,0.0001309255,0.0003579098,0.0005489471,0.0004436724,0.0003443136,0.0008643154],"category_scores_gemma":[0.0001859954,0.0001550248,0.0004879501,0.0001836756,0.0001396241,0.000287344,0.0002715914,0.0005770136,0.0002328948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967135,"about_ca_system_score_gemma":0.000961823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115495,"about_ca_topic_score_gemma":0.02283973,"domain_scores_codex":[0.9998655,0.00001355286,0.000007906928,0.0000313554,0.00005870941,0.00002288157],"domain_scores_gemma":[0.9999214,0.00001798864,0.000009976195,0.000007292561,0.00002648767,0.00001675483],"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":[0.0001564611,0.0004111762,0.00119856,0.00009377016,0.00001093174,0.0001002724,0.0001067809,0.0008233693,0.9844364,0.00007433934,0.00007823978,0.01250978],"study_design_scores_gemma":[0.00007080847,0.003776509,0.01519921,0.0000204725,0.00005239025,0.00008812307,0.0002781562,0.00559493,0.9710509,0.00003780278,0.003813441,0.00001720569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976175,0.00006785268,0.001344779,0.00004376235,0.000009379414,0.00008578742,0.00004159989,0.00002159199,0.0007676574],"genre_scores_gemma":[0.9769421,0.0006098095,0.01643965,0.00004068874,0.000005156546,0.00009634106,0.0002004914,0.0000115472,0.005654236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115495,"threshold_uncertainty_score":0.02296454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050779196164682,"score_gpt":0.2104672198561873,"score_spread":0.1899594278945405,"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."}}