{"id":"W2409923065","doi":"10.1002/jctb.5032","title":"Continuous hydrogen production using upflow anaerobic sludge blanket reactors: effect of organic loading rate on microbial dynamics and <scp>H<sub>2</sub></scp> metabolism","year":2016,"lang":"en","type":"article","venue":"Journal of Chemical Technology & Biotechnology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Windsor","keywords":"Methanogenesis; Propionate; Hydraulic retention time; Hydrogen production; Chemistry; Pulp and paper industry; Biohydrogen; Acidogenesis; Anaerobic exercise; Blanket; Chemical oxygen demand; Methane; Anaerobic digestion; Hydrogen; Wastewater; Food science; Environmental science; Environmental engineering; Biochemistry; Biology; Materials science; Organic chemistry","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":[0.0005269801,0.0006303408,0.0005211061,0.0001871698,0.0002022439,0.0007637984,0.0003660203,0.0004499807,0.0005408108],"category_scores_gemma":[0.0005333587,0.0002875282,0.0003388388,0.000258558,0.0003015194,0.0004512513,0.0002986105,0.0005893419,0.0001215916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635125,"about_ca_system_score_gemma":0.0003146668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676811,"about_ca_topic_score_gemma":0.001549192,"domain_scores_codex":[0.9997078,0.00006707451,0.0000397118,0.00006396566,0.00007559644,0.00004590432],"domain_scores_gemma":[0.9995418,0.0001948857,0.0001119551,0.00003570868,0.00005236181,0.00006332984],"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":[0.0008699727,0.0002101843,0.0009160648,0.00007023977,0.00001830482,0.00003072536,0.00002454005,0.0003703433,0.9954669,0.000009406082,0.0000160906,0.001997229],"study_design_scores_gemma":[0.00002799755,0.001043715,0.003569856,0.000006576213,0.00002934068,0.00002695204,0.00002321953,0.002101136,0.9929859,0.000008336859,0.0001680114,0.000008885449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989389,0.0001974156,0.000620553,0.00001597922,0.000009700099,0.00001188071,0.00007642966,0.00002050368,0.0001087063],"genre_scores_gemma":[0.996914,0.0002824143,0.002201679,0.00001508233,0.000007199704,0.00002095528,0.0001772276,0.00001203629,0.0003694096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676811,"threshold_uncertainty_score":0.003334105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003913990782317376,"score_gpt":0.1893474289410214,"score_spread":0.185433438158704,"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."}}