{"id":"W3123662015","doi":"10.1016/j.jenvman.2021.112027","title":"Biogas production, waste stabilization efficiency, and hygienization potential of a mesophilic anaerobic plug flow reactor processing swine manure and corn stover","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Corn stover; Manure; Biogas; Mesophile; Anaerobic digestion; Hydraulic retention time; Bioenergy; Environmental science; Stover; Biofuel; Agronomy; Pulp and paper industry; Chemistry; Waste management; Food science; Environmental engineering; Methane; Biotechnology; Fermentation; Biology; Sewage treatment; Crop; 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":[0.0003833289,0.0004061362,0.0005066973,0.0003756523,0.0004175605,0.0005533348,0.0002941441,0.0004134193,0.0004748617],"category_scores_gemma":[0.0002219342,0.0002184757,0.0005118364,0.0002168494,0.0002690897,0.0003524339,0.0002581622,0.0004181124,0.000154653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100164,"about_ca_system_score_gemma":0.000478609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412709,"about_ca_topic_score_gemma":0.00272145,"domain_scores_codex":[0.9998155,0.0000317345,0.00002114002,0.00003916177,0.00004948283,0.00004304279],"domain_scores_gemma":[0.9999075,0.00002727756,0.00001601325,0.000006844617,0.00001895806,0.00002339269],"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":[0.0008234375,0.0001665994,0.002311277,0.00005033219,0.00001976869,0.00006724512,0.00004387553,0.0007527711,0.9924264,0.00005386828,0.00003178219,0.003252669],"study_design_scores_gemma":[0.00004414815,0.001498935,0.01336774,0.000008923424,0.00007373714,0.00009316102,0.0001304809,0.005258435,0.9791063,0.00003866895,0.0003621755,0.00001721282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993107,0.0001189364,0.0003669001,0.00001426591,0.000006051441,0.000004398375,0.00004764105,0.000008010178,0.0001230517],"genre_scores_gemma":[0.9989138,0.0001468354,0.0004675074,0.000007456881,0.000004592496,0.000005253225,0.0001127188,0.000003551829,0.0003381818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002412709,"threshold_uncertainty_score":0.004797399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003466437000158717,"score_gpt":0.1660031370490178,"score_spread":0.1625367000488591,"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."}}