{"id":"W4417059149","doi":"10.1016/b978-0-443-27564-7.00007-7","title":"Sustainable methane-rich biogas production via anaerobic digestion of food processing residues","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Food processing; Biogas; Anaerobic digestion; Biogas production; Production (economics); Co-processing","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":[0.00008802313,0.0004699861,0.0002174946,0.0004563463,0.0001959191,0.0008980617,0.0003574211,0.0004484314,0.007201816],"category_scores_gemma":[0.00004137929,0.000215735,0.0003017008,0.0008062407,0.0001761617,0.0007823932,0.0004363138,0.0005427374,0.003718717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453566,"about_ca_system_score_gemma":0.0003244798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006069708,"about_ca_topic_score_gemma":0.001996712,"domain_scores_codex":[0.9999466,0.000002891421,0.000002401415,0.000008801806,0.00003275634,0.000006539207],"domain_scores_gemma":[0.9999899,0.000002873193,0.000001121275,0.000001107698,0.000003407338,0.000001670127],"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":[0.0001383317,0.0002269272,0.0003096036,0.001309246,0.00002557093,0.0004641126,0.0001360916,0.005830616,0.4308009,0.03496907,0.01521225,0.5105773],"study_design_scores_gemma":[0.00001481514,0.0001880099,0.001612964,0.000435954,0.0000207662,0.0006715916,0.0001444733,0.0049411,0.1845976,0.01871552,0.7886344,0.0000227923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08181614,0.1387852,0.06565869,0.00148153,0.001249595,0.00009461922,0.0009916261,0.0005527073,0.70937],"genre_scores_gemma":[0.1705763,0.1186866,0.03550529,0.0003795664,0.0002250277,0.00006973253,0.001199191,0.0002212227,0.6731372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007201816,"threshold_uncertainty_score":0.0240925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009457237465238293,"score_gpt":0.2136837829801048,"score_spread":0.2042265455148665,"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."}}