{"id":"W4403184347","doi":"10.1016/j.geoderma.2024.117040","title":"Earthworms regulate soil microbial and plant residues through decomposition","year":2024,"lang":"en","type":"article","venue":"Geoderma","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"National Key Research and Development Program of China; Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Decomposition; Environmental science; Environmental chemistry; Soil biology; Earthworm; Ecology; Chemistry; Soil science; Soil water; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006687238,0.00009219201,0.00008547829,0.000006891458,0.0001122598,0.0001294742,0.00006052395,0.00007116225,0.00007228504],"category_scores_gemma":[0.000002932465,0.00003493328,0.00004914686,0.0001076015,0.00004351312,0.0001149614,0.00004316086,0.00008002292,0.00004200832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009630547,"about_ca_system_score_gemma":0.000004284865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595819,"about_ca_topic_score_gemma":0.001684476,"domain_scores_codex":[0.9994062,0.00002450945,0.0001023041,0.0002054975,0.00008500586,0.000176439],"domain_scores_gemma":[0.9998497,0.00005126505,0.00001409877,0.00002988202,0.00001255492,0.00004254753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001109604,0.00005480664,0.004647318,0.00005765211,0.00006441704,0.000174011,0.0008092195,0.00002964393,0.8844448,0.004547143,0.007463378,0.09759668],"study_design_scores_gemma":[0.0007583277,0.0007001084,0.5586501,0.000495322,0.0001482232,0.001761947,0.0006469464,0.04637672,0.1972346,0.04560193,0.1459936,0.00163217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960532,0.001061725,0.000002619925,0.001667678,0.0001821669,0.00006162215,0.00006692037,0.0001437652,0.0007603234],"genre_scores_gemma":[0.9986894,0.0002185896,0.00008149398,0.0003683969,0.0002404748,0.000003533897,0.0001498175,0.000001039447,0.0002472324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6872102,"threshold_uncertainty_score":0.1424538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114489202113959,"score_gpt":0.2190364399852272,"score_spread":0.2078915479640876,"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."}}