{"id":"W3049703516","doi":"10.1016/j.jenvman.2020.111157","title":"Blackwater biomethane recovery using a thermophilic upflow anaerobic sludge blanket reactor: Impacts of effluent recirculation on reactor performance","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Saskatchewan Pulse Growers","keywords":"Effluent; Methanogenesis; Mesophile; Blackwater; Anaerobic digestion; Hydraulic retention time; Pulp and paper industry; Chemistry; Acetogenesis; Bioreactor; Biogas; Propionate; Waste management; Environmental engineering; Biology; Methane; Environmental science; Bacteria; Biochemistry; Ecology","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":[0.0003857843,0.0006392606,0.0007216931,0.000319683,0.0004435581,0.0007717998,0.0003935838,0.0006405257,0.0009233372],"category_scores_gemma":[0.0003611069,0.0002254097,0.0004808132,0.0002686303,0.0002154554,0.0006709078,0.0004353294,0.0006188254,0.0003092931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403506,"about_ca_system_score_gemma":0.0006474655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803103,"about_ca_topic_score_gemma":0.006466798,"domain_scores_codex":[0.9997173,0.00003951961,0.00003355628,0.00005865778,0.00009312311,0.00005781159],"domain_scores_gemma":[0.9998424,0.00003178939,0.00003404245,0.00001508975,0.00004027487,0.0000363358],"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":[0.000574065,0.0001324202,0.0003545727,0.00003639097,0.00000912259,0.00002817426,0.00002285554,0.0004053615,0.9957734,0.00001495817,0.00001924788,0.00262936],"study_design_scores_gemma":[0.00001854519,0.000463205,0.001138094,0.00000359491,0.00001750427,0.00001989472,0.00002487165,0.001611283,0.996531,0.000007240742,0.0001577074,0.00000723678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988024,0.00008940943,0.0007946998,0.00002435316,0.000009943785,0.000008760542,0.00006357461,0.00003289205,0.0001740147],"genre_scores_gemma":[0.9966118,0.0001990014,0.00160362,0.00001888835,0.000006502555,0.00000971473,0.0001420968,0.00002414032,0.001384171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003803103,"threshold_uncertainty_score":0.007561922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541172620656256,"score_gpt":0.1971987091207837,"score_spread":0.1817869829142211,"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."}}