{"id":"W4410479257","doi":"10.1029/2024gb008431","title":"Global Patterns of Leaf Litter C:N:P Stoichiometry Under Current and Future Climate Scenarios","year":2025,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China; Glenrose Rehabilitation Hospital","keywords":"Current (fluid); Stoichiometry; Litter; Environmental science; Physical geography; Ecology; Geography; Forestry; Biology; Atmospheric sciences; Oceanography; Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000494661,0.0001716077,0.0001707326,0.0008162293,0.0001305879,0.0003742345,0.0002084792,0.0003172274,0.0005313579],"category_scores_gemma":[0.0006494286,0.0001203423,0.0003084657,0.000850438,0.000207215,0.0003692832,0.0002473152,0.0001100968,0.0001130447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913753,"about_ca_system_score_gemma":0.0001202465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004114466,"about_ca_topic_score_gemma":0.004295248,"domain_scores_codex":[0.9998906,0.00002250473,0.000009379749,0.00004721725,0.00001369641,0.00001655926],"domain_scores_gemma":[0.9996439,0.00009782094,0.0001268585,0.00004192415,0.00005844487,0.00003096527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256518,0.00001957153,0.9596822,0.00007030631,0.0002499917,0.00009710685,0.00006854131,0.02098428,0.01174663,0.0001971692,0.000345567,0.006413006],"study_design_scores_gemma":[0.000008054754,0.0000238877,0.9775321,0.000007364242,0.00003994603,0.00007430596,0.00007766127,0.02057132,0.0009904805,0.000185076,0.000478966,0.00001083718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981232,0.00007591668,0.0002805222,0.0000222301,0.000001324008,0.000001537758,0.001248698,0.00001710025,0.0002293924],"genre_scores_gemma":[0.9984107,0.00005507025,0.0002715256,0.000007873158,0.00000143862,0.000003993969,0.001208742,0.000003791626,0.00003691985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004114466,"threshold_uncertainty_score":0.008181036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153563318328857,"score_gpt":0.2308090393278475,"score_spread":0.2192734061445589,"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."}}