{"id":"W2078465609","doi":"10.3390/en3050974","title":"Simulation of the Impact of SRT on Anaerobic Digestability of Ultrasonicated Hog Manure","year":2010,"lang":"en","type":"article","venue":"Energies","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anaerobic digestion; Sonication; Manure; Chemistry; Pulp and paper industry; Anaerobic exercise; Methane; Total dissolved solids; Digestion (alchemy); Waste management; Environmental science; Environmental engineering; Chromatography; Agronomy; Biology; Engineering","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":[0.00009496661,0.00007533226,0.0001196248,0.00004105061,0.0000154954,0.000002685619,0.00009963381,0.00006355832,0.00005236665],"category_scores_gemma":[0.000107932,0.00004864675,0.0000949305,0.0001674189,0.0000963964,0.00005655759,0.000009907216,0.00009792492,9.4301e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001720025,"about_ca_system_score_gemma":0.00001560673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052882,"about_ca_topic_score_gemma":0.00002694812,"domain_scores_codex":[0.9995587,0.00001713521,0.0001807597,0.00007656909,0.00009693409,0.00006990853],"domain_scores_gemma":[0.9994922,0.00005746417,0.00007437535,0.0002924177,0.0000688095,0.00001476209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001065724,0.00003247496,0.004653323,0.000009332659,0.00001539938,1.664196e-8,0.00008386208,0.7579927,0.2353207,0.001407308,0.0000476277,0.0004265515],"study_design_scores_gemma":[0.0001221857,0.00006869823,0.4188297,0.00001963372,0.00001015711,2.886155e-7,0.00003683523,0.00510837,0.5754671,0.0001071471,0.0001704363,0.00005940837],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990155,0.00002276538,0.00002985832,0.00002504778,0.0001999318,0.00006734934,0.000009732868,0.0000440668,0.0005857827],"genre_scores_gemma":[0.9998161,0.00001357001,0.00008494781,0.00000112656,0.00002416908,0.0000012459,0.000006704863,0.00000739395,0.00004473082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7528843,"threshold_uncertainty_score":0.1983757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007296383270379747,"score_gpt":0.2391920152464002,"score_spread":0.2318956319760205,"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."}}