{"id":"W2735447880","doi":"10.1016/j.biortech.2017.07.059","title":"Thermophilic membrane bioreactors: A review","year":2017,"lang":"en","type":"review","venue":"Bioresource Technology","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"Science and Engineering Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Bioreactor; Mesophile; Thermophile; Membrane bioreactor; Industrial wastewater treatment; Wastewater; Anaerobic digestion; Pulp and paper industry; Sewage treatment; Biochemical engineering; Biodegradation; Membrane reactor; Waste management; Membrane; Anaerobic exercise; Biotechnology; Environmental science; Chemistry; Biology; Engineering; Bacteria; Ecology; Biochemistry; Botany; Methane; Enzyme","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":[0.000800362,0.001709532,0.002213293,0.004857369,0.0003078255,0.001419669,0.0009836429,0.00123889,0.003074879],"category_scores_gemma":[0.001022636,0.0005079103,0.0007040419,0.00470726,0.0005142775,0.002251599,0.001132376,0.001470213,0.001513179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481623,"about_ca_system_score_gemma":0.001818209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008594876,"about_ca_topic_score_gemma":0.002455741,"domain_scores_codex":[0.9997146,0.00003289127,0.00005847822,0.00005385314,0.0001101585,0.00003007779],"domain_scores_gemma":[0.9994728,0.0001902539,0.0001398876,0.0000153755,0.0001319418,0.00004976947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142155,0.0001066619,0.0001758856,0.0471189,0.0001785596,0.0002402095,0.00005163314,0.0003548262,0.004582995,0.001346544,0.0229716,0.9227579],"study_design_scores_gemma":[0.00004457712,0.0001986595,0.0009709683,0.008431203,0.0006842532,0.001210957,0.00009661514,0.0001615643,0.002459121,0.001284159,0.9844014,0.00005658479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000124917,0.9989585,0.0001574741,0.0001043588,0.0001900998,0.000006247557,0.00002392732,0.000006674788,0.0004279304],"genre_scores_gemma":[0.0005202162,0.9985468,0.0002436789,0.0001288605,0.0001526463,0.000007483566,0.00002976412,0.000001673257,0.0003688288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004857369,"threshold_uncertainty_score":0.01028651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08397356909183724,"score_gpt":0.3588712555997701,"score_spread":0.2748976865079328,"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."}}