{"id":"W4411929259","doi":"10.1111/gcb.17327","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Global Change Biology","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Earth Environment, Chinese Academy of Sciences; Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences; Australian Antarctic Division; Joint Research Centre; Western Sydney University; Swiss Federal Institute for Forest, Snow and Landscape Research; Guangzhou University; Nanjing Agricultural University; Eesti Maaülikool; Universidad de la República Uruguay; Hebei University; Universidad de Buenos Aires; Yunnan University; University of Cape Town; Peking University; Northwest A and F University; Nanjing Normal University; Universidade Federal de Goiás; Zhejiang University; University of Hong Kong; University of Toronto; Institute of Applied Ecology, Chinese Academy of Sciences; National Agriculture and Food Research Organization; East China Normal University; Fudan University; Tokyo University of Agriculture; Simon Fraser University; Lunds Universitet; Universidade Estadual de Maringá; University of Missouri; Consejo Nacional de Investigaciones Científicas y Técnicas; Institute of Botany, Chinese Academy of Sciences; Chinese Academy of Sciences; U.S. Forest Service; University of Johannesburg; Vrije Universiteit Amsterdam; Wageningen University and Research; Thünen-Institut; National University of Singapore; University of Pretoria; Kyung Hee University; University of Wollongong; European Commission; University of Leeds; Florida Institute of Technology; Centre National de la Recherche Scientifique; Nanjing Forestry University; Jihočeská Univerzita v Českých Budějovicích; Pacific Northwest National Laboratory; Princeton University; Northeast Normal University; Itä-Suomen Yliopisto; Cardiff University; Iowa State University; Deakin University; U.S. Department of Agriculture; Colorado State University; University of Wisconsin-Madison","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004183703,0.001050167,0.0008650165,0.001983719,0.001786586,0.005518528,0.001127546,0.001548592,0.9166135],"category_scores_gemma":[0.002678592,0.0003744742,0.0004777641,0.002727624,0.0003586209,0.002998647,0.001792555,0.00158618,0.8428274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007146,"about_ca_system_score_gemma":0.00126661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398578,"about_ca_topic_score_gemma":0.007971315,"domain_scores_codex":[0.9996539,0.00003008233,0.00001819977,0.00006059056,0.0001820533,0.00005511659],"domain_scores_gemma":[0.9983205,0.0001943316,0.00006358904,0.0001616643,0.0007555438,0.0005043453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005981243,0.000006564238,0.00002328228,0.00005128057,3.545708e-7,0.000007986846,0.000007791227,0.000008552444,0.00002781169,0.0002935168,0.9895023,0.01006471],"study_design_scores_gemma":[0.000004787273,0.00000413416,0.000194326,0.00004241655,4.532341e-7,0.0000135072,0.0000243912,0.00001540087,0.0000201828,0.0001586059,0.9995198,0.000001939529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001571994,0.0004190434,0.0002795893,0.001842097,0.00622651,0.0002351456,0.01535679,0.001188349,0.9742954],"genre_scores_gemma":[0.0007956784,0.0003676928,0.0002328316,0.000717553,0.001200451,0.00007984346,0.006370966,0.0005125529,0.9897224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08338654,"threshold_uncertainty_score":0.1189407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261594624401102,"score_gpt":0.2684147811495475,"score_spread":0.2557988349055365,"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."}}