{"id":"W2000957007","doi":"10.2166/wst.2010.123","title":"Treatment of kraft evaporator condensate using a thermophilic submerged anaerobic membrane bioreactor","year":2010,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Membrane fouling; Chemistry; Pulp and paper industry; Bioreactor; Biogas; Fouling; Effluent; Kraft paper; Waste management; Anaerobic digestion; Chemical oxygen demand; Membrane bioreactor; Sewage treatment; Methane; Evaporator; Membrane; Organic chemistry; Biochemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003161366,0.0002541133,0.0003297903,0.0006690763,0.0002650704,0.0000335093,0.001096505,0.0002807531,0.0008101555],"category_scores_gemma":[0.00006877793,0.0001667867,0.00006275365,0.00184889,0.005009264,0.0003863616,0.0003650703,0.0001903872,0.0002604917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917294,"about_ca_system_score_gemma":0.00006207868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340469,"about_ca_topic_score_gemma":0.0001694588,"domain_scores_codex":[0.9978217,0.00002044904,0.0003784388,0.0006903362,0.0004056462,0.0006834203],"domain_scores_gemma":[0.9986024,0.0000109402,0.0001602616,0.001087895,0.00004409228,0.00009441879],"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":[0.000006416265,0.00009709885,0.00665348,0.00000246192,0.000005100374,0.000009718015,0.0002703656,0.00005248549,0.9905692,0.0004450294,0.000003174024,0.001885484],"study_design_scores_gemma":[0.0003402763,0.0002664941,0.000835256,0.000002446095,0.00001431137,0.00005796446,0.0001148158,0.001029829,0.9945171,0.0009574124,0.00166061,0.0002034455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976068,0.00001627104,0.00005322522,0.0008131199,0.0002952377,0.0003951485,0.000005735523,0.0003942854,0.0004201545],"genre_scores_gemma":[0.9963917,0.00001453812,0.00336419,0.0000234195,0.00001214724,0.00003597249,0.000002273239,0.00001647288,0.0001393129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005818224,"threshold_uncertainty_score":0.9976985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772640404095025,"score_gpt":0.2583141387133521,"score_spread":0.2405877346724018,"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."}}