{"id":"W4206094458","doi":"10.3390/en15020475","title":"The Current Status and Future Potential of Biogas Production from Canada’s Organic Fraction Municipal Solid Waste","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs; BioFuelNet Canada","keywords":"Biogas; Anaerobic digestion; Waste management; Biodegradable waste; Municipal solid waste; Renewable energy; Digestate; Business; Renewable resource; Raw material; Environmental science; Engineering; Methane","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033691,0.00006501718,0.00007924529,0.000005748741,0.000606712,0.00002172642,0.00008596074,0.00001484791,0.0001026769],"category_scores_gemma":[0.00002440076,0.00002457309,0.00002692922,0.000148242,0.00005570712,0.00005606373,0.0001020943,0.0001321365,9.393408e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009451124,"about_ca_system_score_gemma":0.00007183138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1680716,"about_ca_topic_score_gemma":0.234197,"domain_scores_codex":[0.9992442,0.000120279,0.0001263116,0.0001591858,0.0002064184,0.0001435786],"domain_scores_gemma":[0.9997448,0.00003131299,0.00007810444,0.00005709383,0.00005263943,0.00003606078],"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":[0.0002294338,0.0001342909,0.002329162,0.00001043185,0.00004754098,0.000001570477,0.000633843,0.003394128,0.1467952,0.0006859673,0.003592071,0.8421464],"study_design_scores_gemma":[0.0001400737,0.0002403536,0.1277827,0.0000032894,0.00002667899,0.000005663867,0.2628847,0.0001372366,0.01575172,0.00155594,0.5912768,0.0001948641],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916584,0.002287224,7.469976e-8,0.004412178,0.001493143,0.00007597284,0.00003803351,0.00001478488,0.0000201472],"genre_scores_gemma":[0.998457,0.0007581953,0.000002422028,0.00001139715,0.000618328,0.000009402008,0.00004509162,5.77808e-7,0.00009763451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8419515,"threshold_uncertainty_score":0.8374683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006680750246207251,"score_gpt":0.2054047543862843,"score_spread":0.198724004140077,"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."}}