{"id":"W4408386760","doi":"10.3390/en18061397","title":"A Review of Operational Conditions of the Agroforestry Residues Biomethanization for Bioenergy Production Through Solid-State Anaerobic Digestion (SS-AD)","year":2025,"lang":"en","type":"review","venue":"Energies","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche Industrielle du Québec; Cégep de Rivière-du-Loup; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Bioenergy; Anaerobic digestion; Production (economics); Environmental science; Agroforestry; Pulp and paper industry; Biofuel; Waste management; Engineering; Ecology; Biology; Economics; Methane; Microeconomics","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":[0.0004848468,0.001204647,0.001250766,0.002062654,0.0003144925,0.0008376122,0.000659274,0.0007376429,0.002876058],"category_scores_gemma":[0.0004438173,0.0004415885,0.0008062107,0.002459425,0.000292608,0.001138798,0.0004324091,0.0007465169,0.001669964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004252637,"about_ca_system_score_gemma":0.001054718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047711,"about_ca_topic_score_gemma":0.00189499,"domain_scores_codex":[0.9997305,0.00003665463,0.00005072643,0.00005241803,0.0001031995,0.00002645553],"domain_scores_gemma":[0.9997912,0.00008128646,0.00005057189,0.000009473015,0.00005527988,0.00001221776],"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":[0.000126702,0.0001771549,0.0003017494,0.1132791,0.0002546209,0.0003606699,0.0001367681,0.001716882,0.03219256,0.005798245,0.01522742,0.8304281],"study_design_scores_gemma":[0.00001456609,0.0003324971,0.00149455,0.006389937,0.0003776171,0.0009540334,0.00008490994,0.0003662438,0.01314675,0.001141475,0.9756491,0.00004844883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001153073,0.9949025,0.0007572077,0.0001065328,0.0001382424,0.00001977896,0.0001017071,0.0000182877,0.002802702],"genre_scores_gemma":[0.003860264,0.9937593,0.0008890108,0.00008804116,0.00005439153,0.00002222593,0.0001193813,0.00000529858,0.001202088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002876058,"threshold_uncertainty_score":0.009621441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471956095195453,"score_gpt":0.3134680033716076,"score_spread":0.288748442419653,"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."}}