{"id":"W3197313354","doi":"10.1016/j.agee.2021.107619","title":"Manure-induced carbon retention measured from long-term field studies in Canada","year":2021,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Saskatchewan; Agriculture and Agri-Food Canada; Environment and Climate Change Canada","funders":"University of Alberta","keywords":"Manure; Environmental science; Liquid manure; Soil carbon; Manure management; Agronomy; Irrigation; Arid; Soil water; Soil science; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004566819,0.0002717128,0.0003401664,0.0005011592,0.002013081,0.00085062,0.0007688727,0.0003557446,0.0006503081],"category_scores_gemma":[0.000706777,0.0001789687,0.0001818506,0.0008662067,0.0005970815,0.0003510334,0.0003095271,0.0002701207,0.0001061341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0228385,"about_ca_system_score_gemma":0.01254271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9730088,"about_ca_topic_score_gemma":0.9912442,"domain_scores_codex":[0.9997284,0.00001812515,0.00001058705,0.0000785049,0.00007956933,0.00008473052],"domain_scores_gemma":[0.9989942,0.0001038674,0.0001034696,0.00003221216,0.0006105857,0.0001557113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004553734,0.0007306876,0.691958,0.0002689337,0.0002546728,0.0003931147,0.002390608,0.00134088,0.2615025,0.0003498929,0.001791332,0.03446567],"study_design_scores_gemma":[0.00001163201,0.0001131442,0.992843,0.000008776965,0.00002670463,0.00002904729,0.0005701053,0.0003592354,0.005284482,0.00002089474,0.0007232163,0.000009696572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986826,0.0002514408,0.00007759462,0.0000277743,0.000002202697,0.00001140269,0.0004425004,0.000004861309,0.0004995932],"genre_scores_gemma":[0.9977277,0.0002049331,0.0001904417,0.00003773366,0.000001243137,0.00001132064,0.0006152019,0.000003717043,0.001207727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02699125,"threshold_uncertainty_score":0.1657057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630189138435683,"score_gpt":0.2004460922461599,"score_spread":0.174144200861803,"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."}}