{"id":"W2033627692","doi":"10.1016/j.biortech.2014.09.046","title":"Reactor performance and microbial community dynamics during anaerobic co-digestion of municipal wastewater sludge with restaurant grease waste at steady state and overloading stages","year":2014,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Methanosaeta; Methanosarcina; Methanogen; Anaerobic digestion; Mesophile; Wastewater; Pulp and paper industry; Digestate; Bioreactor; Alkalinity; Waste management; Biology; Food science; Chemistry; Methane; Bacteria; Botany; Ecology","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":[0.0005960427,0.0003738068,0.0005972799,0.0003097848,0.000412122,0.0006771206,0.0002688012,0.0004820031,0.0009614309],"category_scores_gemma":[0.0007360332,0.0002995861,0.0004912262,0.0002718092,0.0003112182,0.0003973137,0.0003569659,0.0003960985,0.0003733989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249132,"about_ca_system_score_gemma":0.0004138114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452418,"about_ca_topic_score_gemma":0.003645864,"domain_scores_codex":[0.9996325,0.00006078517,0.00005025772,0.00008088061,0.0000802362,0.00009529539],"domain_scores_gemma":[0.9996023,0.0001366553,0.00005433597,0.00003039249,0.0001076341,0.00006878943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003475659,0.0001872549,0.005836494,0.00006097705,0.0000290229,0.00006249677,0.0001903567,0.0007031158,0.9865044,0.00002723419,0.00004588187,0.002876966],"study_design_scores_gemma":[0.00004264256,0.002210803,0.03401199,0.00000962622,0.00007579151,0.00009152503,0.0003150351,0.00409691,0.9586924,0.00003446776,0.0003884555,0.00003047117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995273,0.00005300016,0.0001883053,0.000007709554,0.000004680704,0.000003420611,0.00008750433,0.000007665244,0.0001202869],"genre_scores_gemma":[0.9987961,0.0000596245,0.0003906379,0.000009654546,0.000003006728,0.000008953152,0.0001981087,0.000006435413,0.0005274749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00452418,"threshold_uncertainty_score":0.008995652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006557345362291946,"score_gpt":0.1888155268306607,"score_spread":0.1822581814683688,"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."}}