{"id":"W4392192544","doi":"10.1111/gcb.16775","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Global Change Biology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre for Ecology and Hydrology; Australian Antarctic Division; Joint Research Centre; Hebei University; Western Sydney University; National Cheng Kung University; Universiteit Antwerpen; University of Cape Town; Universidade Federal de Goiás; Dalhousie University; Thünen-Institut; Beijing Normal University; Centre National de la Recherche Scientifique; Chinese Academy of Sciences; Yunnan University; University of Aberdeen; Itä-Suomen Yliopisto; Cardiff University; Seoul National University; University of Toronto; University College London; Peking University; Universidad de la República Uruguay; Northeast Normal University; University of Johannesburg; University of Leeds; Aarhus Universitet; European Commission; National Agriculture and Food Research Organization; Jihočeská Univerzita v Českých Budějovicích; King Abdullah University of Science and Technology; University of Wollongong; University of Pretoria; Deakin University; Colorado State University","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":[0.0008723293,0.00097833,0.0008801012,0.002685582,0.001898808,0.006046657,0.001465082,0.001880022,0.9040146],"category_scores_gemma":[0.005792786,0.0003907104,0.0005340088,0.002710119,0.000346516,0.003382481,0.0022865,0.00178011,0.8144643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414545,"about_ca_system_score_gemma":0.002125385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853499,"about_ca_topic_score_gemma":0.005068773,"domain_scores_codex":[0.9991845,0.00008725037,0.00005831504,0.0001186244,0.0004328924,0.0001184049],"domain_scores_gemma":[0.9958196,0.0004614636,0.0001589255,0.0004216301,0.001971148,0.001167212],"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":[0.000008952647,0.000007692716,0.00002797319,0.0000573268,5.869863e-7,0.00001125675,0.000008893504,0.000009489747,0.00002831794,0.0005382808,0.981366,0.01793512],"study_design_scores_gemma":[0.000003609029,0.000003630684,0.0001127916,0.00003488212,4.577068e-7,0.00001113634,0.00001865349,0.00001277051,0.00002175865,0.0002292757,0.9995493,0.000001533545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002580227,0.0006673851,0.0006083021,0.005687675,0.0150601,0.000374375,0.02402126,0.00205138,0.9512715],"genre_scores_gemma":[0.001130769,0.0004722795,0.0004014295,0.001628417,0.002290108,0.000127933,0.01053096,0.0006351816,0.982783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09598535,"threshold_uncertainty_score":0.1369115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842075597193172,"score_gpt":0.28723797188749,"score_spread":0.2688172159155582,"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."}}