{"id":"W4390770621","doi":"10.1016/j.agee.2023.108878","title":"Methane uptake rates across different soil types and agricultural management practices in Denmark","year":2024,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of Food and Agriculture","keywords":"Environmental science; Loam; Soil water; Soil texture; Sink (geography); Agronomy; Agriculture; Hydrology (agriculture); Water content; Soil science; Ecology; Geography; Biology; Geology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003765167,0.0005058317,0.0003807269,0.00001375898,0.0001507822,0.0001712455,0.0002882494,0.0001911345,0.0007722872],"category_scores_gemma":[0.000007876575,0.0003139697,0.0001119861,0.0002262966,0.0001428075,0.0004614141,0.0005658742,0.0003357346,0.0009569546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007313484,"about_ca_system_score_gemma":0.000002044813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004265704,"about_ca_topic_score_gemma":0.0009983288,"domain_scores_codex":[0.9972006,0.0001260394,0.0005119359,0.0009726557,0.000542417,0.0006463305],"domain_scores_gemma":[0.9991932,0.00007901092,0.0002168523,0.0003005593,0.000001404199,0.0002090032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002575801,0.003148312,0.4494041,0.001976848,0.001972209,0.002174692,0.01545553,0.1042364,0.3029095,0.002451534,0.0186874,0.09732594],"study_design_scores_gemma":[0.0006912416,0.0001614359,0.8405329,0.0002203068,0.000169657,0.0002013276,0.005117067,0.006077356,0.002408078,0.0001444781,0.1432945,0.0009816759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913474,0.002690965,0.0002525533,0.0004425688,0.0003730269,0.0007486944,0.00001480599,0.00007443676,0.004055605],"genre_scores_gemma":[0.987286,0.002730332,0.001398864,0.00007704709,0.0001211011,0.0002266907,0.00004040448,0.0000346226,0.008084899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3911288,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006653018925960047,"score_gpt":0.2183212656859833,"score_spread":0.2116682467600232,"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."}}