{"id":"W2339249685","doi":"10.1515/ijcre-2015-0183","title":"Membrane Aerated Biofilm Reactors for Thermomechanical Pulping Pressate Treatment","year":2016,"lang":"en","type":"article","venue":"International Journal of Chemical Reactor Engineering","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mesophile; Biofilm; Effluent; Aeration; Chemical oxygen demand; Chemistry; Pulp and paper industry; Thermophile; Waste management; Environmental engineering; Wastewater; Organic chemistry; Environmental science; Biology; Bacteria","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":[0.0004560683,0.0004474178,0.0006594122,0.0002256217,0.000289799,0.0006564135,0.0003947493,0.0005048667,0.0007532476],"category_scores_gemma":[0.0002948531,0.0002488355,0.000690125,0.0002474793,0.0001896769,0.0004907837,0.0003250535,0.0006744604,0.0002291861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191798,"about_ca_system_score_gemma":0.0003224839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567617,"about_ca_topic_score_gemma":0.001787808,"domain_scores_codex":[0.9996135,0.0000922924,0.00004020625,0.00007018752,0.0001299796,0.00005391892],"domain_scores_gemma":[0.9998566,0.00003158734,0.00003512863,0.00001092532,0.00004161392,0.00002416129],"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":[0.0001396095,0.00004219894,0.0002174812,0.00008062028,0.00001584154,0.00002279525,0.00002088368,0.0002137546,0.9976844,0.0000236961,0.00001187124,0.001526933],"study_design_scores_gemma":[0.00002236575,0.001073105,0.003520567,0.00001132724,0.00004853422,0.0000692742,0.00005163402,0.001501659,0.9929644,0.00002415952,0.0006982629,0.00001468832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964366,0.001583165,0.001504556,0.00004723308,0.00003111258,0.00002033741,0.0000966285,0.0000244252,0.0002558076],"genre_scores_gemma":[0.9944208,0.001278391,0.003322857,0.00002795306,0.00001486709,0.00003295742,0.0001665527,0.000009184647,0.0007264352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001567617,"threshold_uncertainty_score":0.003116965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540222619961385,"score_gpt":0.2501590632131575,"score_spread":0.2347568370135437,"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."}}