{"id":"W3166707901","doi":"","title":"Full-scale anaerobic digestion optimisation study","year":2010,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anaerobic digestion; Scale (ratio); Anaerobic exercise; Digestion (alchemy); Computer science; Environmental science; Chemistry; Biology; Chromatography; Geography; Cartography; Ecology; Methane","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005355207,0.0004770788,0.001153974,0.0002306866,0.0007610901,0.000605832,0.0005572936,0.0003761599,0.001629149],"category_scores_gemma":[0.0004028869,0.0002379699,0.000513416,0.0005920471,0.0002595549,0.0002747144,0.0004804343,0.0004217837,0.0005263371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705627,"about_ca_system_score_gemma":0.001974012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045822,"about_ca_topic_score_gemma":0.1708737,"domain_scores_codex":[0.9994383,0.00005474903,0.00003338927,0.00008977876,0.0002973709,0.00008642416],"domain_scores_gemma":[0.9997478,0.00002481693,0.00002498794,0.00002798982,0.0001337319,0.0000406005],"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":[0.001087849,0.0005745353,0.003782138,0.0003204263,0.0000473105,0.000226856,0.0001837753,0.00329654,0.9765093,0.00004285184,0.0003819933,0.01354656],"study_design_scores_gemma":[0.0003579375,0.01190113,0.1680302,0.00005442995,0.0002190985,0.0006323587,0.0007272309,0.008045261,0.7879907,0.0001043341,0.02183995,0.0000974201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959732,0.0002654687,0.0009832911,0.00003214597,0.000007531112,0.0002016039,0.0005847247,0.00003867772,0.001913405],"genre_scores_gemma":[0.9815208,0.0008621503,0.006495269,0.00005033362,0.000008841084,0.0002121759,0.001985714,0.00004296608,0.00882171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045822,"threshold_uncertainty_score":0.207947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009268988462883812,"score_gpt":0.2029203346908698,"score_spread":0.193651346227986,"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."}}