{"id":"W4417037125","doi":"10.1111/gcb.17332","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Global Change Biology","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"Globe; Cover (algebra); Natural (archaeology); Lightning (connector); Climate change; Environmental change","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":[0.001339237,0.00109464,0.001074047,0.004050718,0.001700729,0.007377766,0.001659418,0.00280627,0.9211625],"category_scores_gemma":[0.007682331,0.000555144,0.0008651711,0.002836283,0.0005429141,0.002995643,0.002294082,0.001751869,0.8621235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259064,"about_ca_system_score_gemma":0.002242633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547055,"about_ca_topic_score_gemma":0.005345844,"domain_scores_codex":[0.9989275,0.0001223393,0.00005106368,0.000132653,0.0006602232,0.0001061384],"domain_scores_gemma":[0.9956653,0.000637694,0.0001416497,0.0003822836,0.0020836,0.00108955],"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":[0.00001458475,0.00002007318,0.00003179459,0.00008720408,0.000001067647,0.000010385,0.00000750435,0.00003173576,0.00007861961,0.001203497,0.9724295,0.026084],"study_design_scores_gemma":[0.00001823099,0.0000143857,0.0001948208,0.00007847189,0.000001822234,0.00001749551,0.00002456394,0.0001005284,0.00009364657,0.00128379,0.998167,0.000005257309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002161103,0.0003513264,0.001137834,0.002323851,0.008138203,0.0003313443,0.01286014,0.002426491,0.9722148],"genre_scores_gemma":[0.0004294336,0.0001538585,0.0003537935,0.0006113411,0.0006383216,0.00007309949,0.004107499,0.0004328528,0.9931999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07883745,"threshold_uncertainty_score":0.1124521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138782046330408,"score_gpt":0.3206606096112861,"score_spread":0.279272789147982,"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."}}