{"id":"W4366981676","doi":"10.1016/j.bej.2023.108954","title":"Biomethane potential of wine lees from mesophilic anaerobic digestion","year":2023,"lang":"en","type":"article","venue":"Biochemical Engineering Journal","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Lees; Biogas; Mesophile; Anaerobic digestion; Methanogenesis; Chemistry; Pulp and paper industry; Wine; Food science; Biodegradation; Methane; Waste management; Biology; Organic chemistry; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503544,0.0003932604,0.0003047565,0.0002760178,0.0001900263,0.0006104143,0.0001073988,0.0002261116,0.0006378283],"category_scores_gemma":[0.0001574328,0.0001313786,0.0003228551,0.0002268149,0.0001220474,0.0002635696,0.0003150543,0.0003810045,0.0002013477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433993,"about_ca_system_score_gemma":0.0001808656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226288,"about_ca_topic_score_gemma":0.00302044,"domain_scores_codex":[0.9998815,0.00001641,0.00001043014,0.00002018265,0.00004267108,0.00002874839],"domain_scores_gemma":[0.9999374,0.00001041535,0.00001241769,0.000003238715,0.00002011635,0.00001643035],"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":[0.00008600378,0.00001655824,0.0005854515,0.00005435894,0.000005466214,0.00004792697,0.0000177134,0.00005934767,0.998085,0.00001049957,0.00001241385,0.001019203],"study_design_scores_gemma":[0.000005630099,0.000371595,0.01212683,0.00002068159,0.00002955299,0.0001018788,0.0001548785,0.0004094035,0.9856742,0.0000211653,0.001073453,0.00001069873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983984,0.0004658486,0.0003186002,0.00001260599,0.000009176887,0.000008912868,0.0001992764,0.000007291446,0.0005800336],"genre_scores_gemma":[0.9973001,0.0005652595,0.000658356,0.00002032889,0.000004601763,0.00001124762,0.0003829986,0.00001046026,0.001046743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226288,"threshold_uncertainty_score":0.002438307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006983825820915965,"score_gpt":0.1926360483918302,"score_spread":0.1856522225709142,"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."}}