{"id":"W4409893854","doi":"10.1111/gcb.17325","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Global Change Biology","topic":"Marine animal studies overview","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; Geography; Environmental 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":[0.0006692966,0.0007415013,0.0007306127,0.001636105,0.001403219,0.004341341,0.001299846,0.002552669,0.8527372],"category_scores_gemma":[0.003943524,0.0003762853,0.0005493404,0.001600413,0.0003206995,0.001928832,0.001794741,0.001563168,0.7054166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016185,"about_ca_system_score_gemma":0.001776936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019168,"about_ca_topic_score_gemma":0.01345976,"domain_scores_codex":[0.9994174,0.00004839452,0.00002488914,0.0000548816,0.0003639055,0.00009058245],"domain_scores_gemma":[0.9970299,0.0002756458,0.0001122356,0.00017809,0.001539241,0.0008648399],"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":[0.000006437569,0.000006233541,0.00002537537,0.00004338476,3.836356e-7,0.000008626621,0.000004706571,0.000006429869,0.00002373816,0.0001660667,0.990132,0.009576656],"study_design_scores_gemma":[0.000009752039,0.000009018422,0.0004986363,0.00006245666,8.867928e-7,0.00001395805,0.00003495108,0.00002130051,0.00003080791,0.000251393,0.9990643,0.000002642241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003927095,0.0009511722,0.0003707295,0.008663409,0.02699991,0.0004576767,0.01713377,0.0009555231,0.944075],"genre_scores_gemma":[0.0006895345,0.0003615753,0.0001772471,0.001670647,0.002219335,0.0001003164,0.004032821,0.0002148297,0.9905337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1472628,"threshold_uncertainty_score":0.2100524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824443549808766,"score_gpt":0.2934105292966668,"score_spread":0.2651660937985792,"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."}}