{"id":"W4391221029","doi":"10.1111/gcb.16774","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Global Change Biology","topic":"Animal Ecology and Behavior 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; 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":[0.0004840085,0.001001599,0.000854484,0.001773192,0.001643809,0.005123756,0.001101371,0.001793269,0.9085],"category_scores_gemma":[0.002973182,0.0003525287,0.0005149915,0.002411677,0.0003443277,0.002894647,0.001983453,0.001819255,0.8342707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101868,"about_ca_system_score_gemma":0.001149111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878485,"about_ca_topic_score_gemma":0.005568109,"domain_scores_codex":[0.9995992,0.00003626873,0.00002100307,0.0000624259,0.0002217145,0.00005944984],"domain_scores_gemma":[0.9978376,0.0002364864,0.00008410217,0.0001878055,0.0009954085,0.0006586817],"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":[0.000006355094,0.000004945502,0.00002198576,0.000041874,3.939404e-7,0.000008338387,0.000004872958,0.000008002774,0.00002627432,0.0002101738,0.9901124,0.009554471],"study_design_scores_gemma":[0.000005544772,0.000004616957,0.0002140283,0.00004041823,5.943464e-7,0.00001460903,0.00001797056,0.00002015293,0.00002741127,0.0002050336,0.9994475,0.000002100716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002368979,0.0006455682,0.0003762543,0.003901515,0.01619116,0.0002658135,0.01883937,0.001565439,0.9579781],"genre_scores_gemma":[0.001014124,0.0004375179,0.0002436322,0.001453439,0.002667168,0.00008049698,0.00759361,0.0006020494,0.9859079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09150004,"threshold_uncertainty_score":0.1305136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136196565740543,"score_gpt":0.3124270697475155,"score_spread":0.28106510409011,"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."}}