{"id":"W4412834809","doi":"10.1029/2025ef006047","title":"Response of Soil Carbon Mineralization to Grassland Management Practices on the Qinghai‐Tibetan Plateau","year":2025,"lang":"en","type":"article","venue":"Earth s Future","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Guelph","funders":"National Natural Science Foundation of China","keywords":"Mineralization (soil science); Soil carbon; Grassland; Grazing; Environmental science; Soil water; Grassland degradation; Agronomy; Perennial plant; Ecology; Chemistry; Soil science; 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":[0.0004012006,0.00007098615,0.00008210303,0.0000362461,0.0001337683,0.000007571186,0.0002018297,0.00006305377,0.0006567591],"category_scores_gemma":[0.00006019101,0.00004975692,0.00002180884,0.0002262279,0.00005316784,0.00002796885,0.0001356586,0.000136038,0.00005228226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001493887,"about_ca_system_score_gemma":0.000005876353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002663344,"about_ca_topic_score_gemma":0.003859482,"domain_scores_codex":[0.9991899,0.000417193,0.00009844085,0.0001214327,0.00006383719,0.00010924],"domain_scores_gemma":[0.9994252,0.000180217,0.00009248716,0.0002787691,0.000004889235,0.00001848411],"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":[0.01214181,0.0009350324,0.1255582,0.0001469636,0.0004421637,0.00004012854,0.01121869,0.03716907,0.4563554,0.02767943,0.3172776,0.01103551],"study_design_scores_gemma":[0.0003001188,0.0002567206,0.6696866,0.00003222685,0.00002800421,0.000001178827,0.0005659012,0.0001759972,0.004876634,0.0007585252,0.323199,0.000119179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606943,0.00001415018,0.00001103247,0.007733549,0.0002273441,0.0001859638,0.00000298256,0.00001027595,0.03112044],"genre_scores_gemma":[0.9929128,0.00002539606,0.000112792,0.001939454,0.00002704565,0.000007133658,0.00000776865,0.00000322464,0.004964441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5441284,"threshold_uncertainty_score":0.7191051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808743324460251,"score_gpt":0.2421566302791877,"score_spread":0.2340691970345852,"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."}}