{"id":"W4411847426","doi":"10.1007/s11104-025-07681-3","title":"How do fine root traits of fast-growing trees promote soil organic carbon stabilization?","year":2025,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Université du Québec en Abitibi-Témiscamingue","funders":"U.S. Forest Service; Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; Ministère des Forêts, de la Faune et des Parcs","keywords":"Plant physiology; Soil carbon; Agronomy; Carbon fibers; Total organic carbon; Environmental science; Carbon cycle; Botany; Biology; Chemistry; Soil water; Ecology; Soil science; Ecosystem; Mathematics","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":[0.0002423989,0.0001666467,0.0001517152,0.0001802542,0.0001836341,0.0005368484,0.0001436804,0.0002576969,0.0007880192],"category_scores_gemma":[0.0003829724,0.0000824234,0.0001048116,0.0001641488,0.0002422689,0.0002785635,0.0001399372,0.0001473018,0.0001599726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057614,"about_ca_system_score_gemma":0.0003135205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007936913,"about_ca_topic_score_gemma":0.02386305,"domain_scores_codex":[0.9999254,0.000008994178,0.00000355136,0.00002757938,0.00001117417,0.0000232224],"domain_scores_gemma":[0.999579,0.00008743252,0.000140397,0.00002140292,0.00007204284,0.00009971642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000224218,0.00006886403,0.8243315,0.00008184672,0.00009160115,0.0001437578,0.0002724192,0.0003214565,0.1622079,0.000164682,0.0001016595,0.01199001],"study_design_scores_gemma":[0.000001495531,0.00004483882,0.9982837,0.000002796447,0.00001040762,0.00004184643,0.0001098021,0.0002041225,0.001114339,0.00005956494,0.0001245531,0.000002446267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993331,0.0001594348,0.0001656447,0.00001525943,9.987868e-7,0.000002530197,0.00007384214,0.000004109564,0.0002451343],"genre_scores_gemma":[0.9994393,0.00009931549,0.0001513331,0.00001231804,0.000001422242,0.000001233193,0.00008484314,0.000001828673,0.0002084288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007936913,"threshold_uncertainty_score":0.01578146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007479487451457575,"score_gpt":0.1863163687134245,"score_spread":0.1788368812619669,"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."}}