{"id":"W3161793140","doi":"10.1002/jeq2.20252","title":"Understanding methane emission from stored animal manure: A review to guide model development","year":2021,"lang":"en","type":"review","venue":"Journal of Environmental Quality","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Manure; Methane; Animal waste; Environmental science; Methane emissions; Waste management; Environmental chemistry; Environmental engineering; Ecology; Engineering; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001109476,0.0003536066,0.00143552,0.0001051536,0.00004894199,0.00002301204,0.0002216267,0.0001807834,0.0003126039],"category_scores_gemma":[0.00006448752,0.0002914713,0.0004341599,0.0001275636,0.00002231411,0.0001303994,0.00008783353,0.0004477404,0.00003214873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568808,"about_ca_system_score_gemma":0.0001326717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001882826,"about_ca_topic_score_gemma":9.504134e-7,"domain_scores_codex":[0.9972636,0.0002124256,0.001528123,0.0002632972,0.0005373911,0.0001951939],"domain_scores_gemma":[0.9989393,0.00004748019,0.0005105071,0.0002461084,0.00001143452,0.0002452035],"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":[0.00003288059,0.0003249167,0.000008282052,0.01277068,0.00127079,0.00009729624,0.0003823493,0.0008680787,0.001314775,0.0002867322,0.05177692,0.9308663],"study_design_scores_gemma":[0.000118194,0.00002865472,0.00001346159,0.02309827,0.0004092902,0.00005035783,0.00008610329,0.00001040721,0.0001038578,0.00001438585,0.9757403,0.0003267635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001106238,0.9906608,0.008343743,0.00008726421,0.0003352322,0.0002610219,0.00005161276,0.00002254642,0.0001271923],"genre_scores_gemma":[0.0001039825,0.9922409,0.006871755,0.0001061727,0.0001799952,0.00000644106,0.0001133539,0.00004308448,0.0003343381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9305395,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2125444762016692,"score_gpt":0.3612330080955845,"score_spread":0.1486885318939153,"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."}}