{"id":"W416430105","doi":"","title":"Integrated biorefinery: source separated organics digestion in Alberta.","year":2014,"lang":"en","type":"article","venue":"Biocycle","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biorefinery; Waste management; Environmental science; Anaerobic digestion; Valorisation; Digestion (alchemy); Engineering; Chemistry; Biofuel; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002091117,0.0001039371,0.0001221769,0.00001346209,0.00007639394,0.00003838189,0.0001307602,0.0001131091,0.0002506537],"category_scores_gemma":[0.0001004035,0.00004114471,0.00002919209,0.0003436726,0.00003695203,0.00006384299,0.0000407762,0.00008559494,0.0001162567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006955393,"about_ca_system_score_gemma":0.0000137351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003244116,"about_ca_topic_score_gemma":0.005421941,"domain_scores_codex":[0.9992328,0.00007533045,0.0001796816,0.0002306459,0.00006075585,0.0002207351],"domain_scores_gemma":[0.9997202,0.00009812063,0.00003747673,0.00004775031,0.00003361208,0.0000628744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009086906,0.0003380582,0.2335339,0.00001479429,0.00001277942,0.000002245664,0.0003883759,0.00004357689,0.06364735,0.002553246,0.001497942,0.6978768],"study_design_scores_gemma":[0.0001999964,0.0001505274,0.4145544,0.00001298994,0.000002639141,0.000002338273,0.0002678312,0.001284266,0.005302497,0.0006128608,0.5773653,0.0002444234],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995566,0.00001570665,0.00001455363,0.003054749,0.00006164427,0.0001148197,0.000002734455,0.00004985287,0.001119948],"genre_scores_gemma":[0.9983242,0.000004555176,0.00005798025,0.0003793561,0.00004322528,0.000009741468,0.00007421122,7.409637e-7,0.00110606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6976324,"threshold_uncertainty_score":0.4904154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006764564495278547,"score_gpt":0.1847333886468775,"score_spread":0.177968824151599,"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."}}