{"id":"W4392157952","doi":"10.1038/s41559-024-02333-8","title":"Reassessment of the risks of climate change for terrestrial ecosystems","year":2024,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bhabha Atomic Research Centre; Academy of Natural Sciences of Drexel University; Universidade Federal do Maranhão; Universidade Estadual de Santa Cruz; Universidad de Extremadura; Centre International de Mathématiques et Informatique de Toulouse; University of Pennsylvania; Universidad Autónoma de Yucatán; Kentucky Science and Technology Corporation; University of Prince Edward Island; Universidade Federal do Rio Grande do Norte; University of Texas at El Paso; Universidade Federal do Rio de Janeiro; King Saud University; Instituto Nacional de Pesquisas da Amazônia; Bundesministerium für Bildung und Forschung; International Science and Technology Center; Muséum National d'Histoire Naturelle; Universidad Juárez Autónoma de Tabasco; Commonwealth Health Research Board; Research Institute for Oceanochemistry Foundation; San Francisco State University; New Mexico State University; University of Victoria; Agence Nationale de Sécurité du Médicament et des Produits de Santé; Mitsubishi Electric Research Laboratories; Universidad Pública de Navarra; Universidad Nacional de San Luis; American Museum of Natural History","keywords":"Climate change; Biosphere; Ecosystem; Environmental resource management; Biodiversity; Terrestrial ecosystem; Environmental science; Geography; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003316987,0.00008281676,0.0001400333,0.00002901524,0.00007540049,0.00000652822,0.000163516,0.0002806077,0.002034783],"category_scores_gemma":[0.00006033681,0.00005852256,0.0001248535,0.0002112238,0.0001184015,0.00008047325,0.0001055865,0.0001788752,0.00004458969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616472,"about_ca_system_score_gemma":0.00001628119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399771,"about_ca_topic_score_gemma":0.002025152,"domain_scores_codex":[0.99918,0.00006279447,0.000214138,0.0001890693,0.0001586415,0.0001953154],"domain_scores_gemma":[0.9995924,0.00008207557,0.0001218467,0.000166049,0.00001281974,0.00002476347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003786107,0.000531384,0.800907,0.0005374305,0.0001319772,0.00000293581,0.0005683977,0.00004380475,0.01762589,0.0945785,0.07059611,0.01409799],"study_design_scores_gemma":[0.0003182916,0.0001168465,0.9701777,0.0000350472,0.00004781615,0.000004682813,0.0001809382,0.0008831645,0.0006660829,0.000443335,0.02706184,0.00006432724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885452,0.0005387157,0.00005434877,0.001160901,0.003668513,0.0007903622,0.0005119595,0.00003475609,0.004695188],"genre_scores_gemma":[0.9994841,0.00009398103,0.00001942721,0.00004631808,0.0001415473,0.0001157027,0.00004768538,0.000006888306,0.00004435976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1692707,"threshold_uncertainty_score":0.9988775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013752020033765,"score_gpt":0.3266425466342241,"score_spread":0.2865050264338864,"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."}}