{"id":"W3033252261","doi":"10.1155/2020/8885662","title":"Characteristics of Biohydrogen Production and Performance of Hydrogen-Producing Acetogen by Increasing Normal Molasses Wastewater Proportion in Anaerobic Baffled Reactor","year":2020,"lang":"en","type":"article","venue":"Archaea","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; Major Science and Technology Program for Water Pollution Control and Treatment; National Natural Science Foundation of China","keywords":"Biohydrogen; Methanogenesis; Fermentative hydrogen production; Fermentation; Dark fermentation; Chemistry; Pulp and paper industry; Bioreactor; Biogas; Wastewater; Butyric acid; Hydrogen production; Hydraulic retention time; Food science; Anaerobic exercise; Hydrogen; Biology; Environmental science; Environmental engineering; Methane; Ecology; Organic chemistry","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":[0.0002662622,0.0001356217,0.0002248684,0.000109756,0.00002317851,0.000005974375,0.00006631955,0.00005837536,0.000009986253],"category_scores_gemma":[0.0001388212,0.0001317122,0.00002522976,0.0002673723,0.0000800284,0.000285006,0.00004043051,0.0001123608,0.000002360435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117405,"about_ca_system_score_gemma":0.00001670248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006793693,"about_ca_topic_score_gemma":0.000007837535,"domain_scores_codex":[0.999005,0.00003698847,0.0003982519,0.0002427948,0.0001447484,0.0001722117],"domain_scores_gemma":[0.9996195,0.000009382386,0.0001155315,0.000141405,0.00005301306,0.00006114854],"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":[0.0001037001,0.00003029845,0.09755954,0.0002401506,0.00002122588,9.425602e-7,0.001101302,0.0004148984,0.8971247,0.00001682311,0.00003173085,0.003354679],"study_design_scores_gemma":[0.0001677876,0.0001658046,0.05047037,0.0000991198,0.00001899629,0.000014136,0.00006910429,0.003156683,0.9454517,0.000003575239,0.0002353258,0.0001473905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991283,0.0001645014,0.00002232652,0.000240932,0.00009980343,0.0002414863,0.00001175077,0.00007126247,0.00001958098],"genre_scores_gemma":[0.9988282,0.0004992153,0.0004670427,0.000009771794,0.00009536287,0.000007656588,0.00006096355,0.00002198255,0.000009745972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04832701,"threshold_uncertainty_score":0.5371068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014073751636177,"score_gpt":0.1921223990838161,"score_spread":0.1819816615674544,"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."}}