{"id":"W4403091682","doi":"10.1126/science.adk9616","title":"The pace of life for forest trees","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; HORIZON EUROPE Framework Programme; Fundação de Amparo à Pesquisa do Estado de Mato Grosso; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Space Agency; Goddard Space Flight Center; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; U.S. Forest Service; Agence Nationale de la Recherche; Fundação de Amparo à Pesquisa do Estado do Amazonas; International Institute of Tropical Forestry; European Commission; Smithsonian Tropical Research Institute; University of Leeds; National Science Foundation; UK Research and Innovation; Sight Research UK; Andrew W. Mellon Foundation; Smithsonian Institution; U.S. Department of Agriculture; John D. and Catherine T. MacArthur Foundation; United States Agency for International Development; Fundação de Amparo à Pesquisa do Estado de Goiás; Alberta Agriculture and Forestry; National Aeronautics and Space Administration","keywords":"Pace; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004934432,0.0001074938,0.0001158303,0.0004655997,0.0002850871,0.0008328267,0.0001698499,0.0002157261,0.001736596],"category_scores_gemma":[0.001704137,0.0000829116,0.0001320591,0.0003563003,0.0002474913,0.0008260242,0.0003462886,0.0003423486,0.0003600605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002942911,"about_ca_system_score_gemma":0.0001442615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005102178,"about_ca_topic_score_gemma":0.0008981255,"domain_scores_codex":[0.9998997,0.0000178517,0.000006335019,0.0000376784,0.00002179303,0.0000165312],"domain_scores_gemma":[0.9989109,0.0002897603,0.0004264952,0.00008749741,0.0001508125,0.0001345076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001823732,0.00002823115,0.890904,0.00009714132,0.00007456185,0.0001230908,0.000579751,0.002510871,0.02443757,0.009300689,0.001018858,0.07074288],"study_design_scores_gemma":[0.000004747157,0.0000722478,0.9755675,0.00002451962,0.00002658317,0.0008389156,0.0003486116,0.003964695,0.002822964,0.009122471,0.007182569,0.00002411394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891697,0.0009487789,0.003878686,0.0002405224,0.00001635711,0.000005272153,0.0006273256,0.00003669853,0.005076596],"genre_scores_gemma":[0.9977359,0.0003508217,0.0009264059,0.0000328516,0.0000147321,0.000004537052,0.0002851714,0.000007345978,0.0006422034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001736596,"threshold_uncertainty_score":0.005809546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009647875671329216,"score_gpt":0.2578098246014033,"score_spread":0.2481619489300741,"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."}}