{"id":"W2611226579","doi":"10.1016/j.biortech.2017.04.124","title":"Efficiency of an upflow anaerobic sludge blanket reactor treating potato starch processing wastewater and related process kinetics, functional microbial community and sludge morphology","year":2017,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Recherche Industrielle du Québec","funders":"","keywords":"Methanosaeta; Methanosarcina; Hydraulic retention time; Wastewater; Methanogenesis; Firmicutes; Chemistry; Population; Extracellular polymeric substance; Pulp and paper industry; Food science; Biogas; Biology; Environmental engineering; Methane; Bacteria; Ecology; Biofilm; Biochemistry; Environmental science","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":[0.0002117772,0.0002129877,0.0002736974,0.0003187906,0.000378638,0.00005155626,0.0002726834,0.0003536595,0.00001889208],"category_scores_gemma":[0.0001078217,0.0001971018,0.00002293206,0.0001609721,0.0008907217,0.0001515184,0.0001332665,0.000443767,0.000002609806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003596411,"about_ca_system_score_gemma":0.00001743923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007228806,"about_ca_topic_score_gemma":0.00004280669,"domain_scores_codex":[0.9989594,0.00005271424,0.0003093503,0.0002929149,0.0000915366,0.0002941107],"domain_scores_gemma":[0.9991884,0.00001738488,0.0001603946,0.0004692191,0.00009624038,0.00006833772],"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":[0.00009238288,0.0001823854,0.009688214,0.0001385028,0.00003739296,0.00001272185,0.001214496,0.0001291824,0.9710374,0.0003044416,0.00004925976,0.01711364],"study_design_scores_gemma":[0.004124326,0.002984133,0.1240514,0.0003224423,0.0001847427,0.001675894,0.005009943,0.004544809,0.8529384,0.001131109,0.001818252,0.001214613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984439,0.0002422854,0.0000677346,0.0003692109,0.0001136314,0.0001861337,0.0000170032,0.0003675811,0.0001925044],"genre_scores_gemma":[0.9989812,0.00002751569,0.0008150615,0.000008693924,0.00003601979,0.000009663609,0.00004350871,0.00003115457,0.00004715184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118099,"threshold_uncertainty_score":0.8037579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317467125126022,"score_gpt":0.231355177506226,"score_spread":0.2181805062549657,"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."}}