{"id":"W3159905543","doi":"10.1016/j.psep.2021.04.033","title":"Powdered activated carbon amendment in percolate tank enhances high-solids anaerobic digestion of organic fraction of municipal solid waste","year":2021,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Anaerobic digestion; Biogas; Waste management; Municipal solid waste; Mesophile; Pulp and paper industry; Chemistry; Fraction (chemistry); Ammonia; Amendment; Biodegradable waste; Anaerobic exercise; Continuous stirred-tank reactor; Environmental science; Methane; Chromatography; Engineering; Organic chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001241583,0.0001582605,0.0002375738,0.0001036726,0.00005814411,0.000008276089,0.00004157892,0.0001306007,0.0000562848],"category_scores_gemma":[0.0000129543,0.0001696613,0.00002902959,0.0002575791,0.00006711789,0.0002795421,0.00002456319,0.0002019459,0.000001178712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067004,"about_ca_system_score_gemma":0.00001236392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341716,"about_ca_topic_score_gemma":0.00006004738,"domain_scores_codex":[0.9990094,0.00004940596,0.0003704313,0.0002450621,0.0001690534,0.0001566521],"domain_scores_gemma":[0.9996951,0.00000730732,0.0001256971,0.0001179164,0.00001636941,0.00003767385],"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":[0.0001812211,0.0001371734,0.0003428231,0.0001468459,0.00003110846,0.00000117236,0.0004870024,0.04133159,0.9543718,0.00002018559,1.963908e-7,0.002948872],"study_design_scores_gemma":[0.0005864655,0.0001657462,0.006251326,0.0001429764,0.00002641262,0.00001181828,0.002471856,0.008043757,0.9819167,0.0001786084,0.00003313887,0.0001712189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960545,0.0002625334,0.003060651,0.00005534117,0.0001346285,0.0002959672,0.00000749017,0.00005056911,0.00007832239],"genre_scores_gemma":[0.9977843,0.001979028,0.00005986836,0.000004108802,0.00003664463,0.00002911434,0.0000621881,0.0000196187,0.00002511758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328783,"threshold_uncertainty_score":0.6918585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005999221967859991,"score_gpt":0.1947632346478398,"score_spread":0.1887640126799798,"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."}}