{"id":"W4410416531","doi":"10.1111/geb.70003","title":"BioTIME 2.0: Expanding and Improving a Database of Biodiversity Time Series","year":2025,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Ministry of Agriculture and Forestry; University of Regina; Université du Québec à Montréal; University of Alberta; University of Waterloo; Memorial University of Newfoundland; University of Guelph; Simon Fraser University; Yukon Department of Environment; Dalhousie University; University of British Columbia; Fisheries and Oceans Canada; Environment and Climate Change Canada; Université du Québec en Outaouais; GDG Environnement; Western University; Université de Sherbrooke; University of Victoria","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Pacific Northwest Research Station; Instituut voor Landbouw-, Visserij- en Voedingsonderzoek, Vlaamse Overheid; School of Life and Environmental Sciences, Deakin University; Instituto Español de Oceanografía; Agencia Estatal de Investigación; Australian Antarctic Division; Fundação para a Ciência e a Tecnologia; Australian Research Council; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; Cornell Atkinson Center for Sustainability, Cornell University; David R. Atkinson Center for a Sustainable Future , Cornell University; Horizon 2020 Framework Programme; U.S. Forest Service; Universidad de Ciencias Aplicadas y Ambientales; Office Français de la Biodiversité; Operation Wallacea; Agencia Nacional de Investigación y Desarrollo; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Instituto Milenio de Oceanografía; Ministerio del Ambiente, Agua y Transición Ecológica; Provincia autonoma di Bolzano - Alto Adige; Universidad de Cádiz; Universidade Estadual Paulista; Deakin University; Universidade Federal do Paraná; Hakai Institute; Åbo Akademi; Università di Pisa; Helmholtz-Zentrum für Umweltforschung; Stiftelsen för Åbo Akademi; Nærings- og Fiskeridepartementet; Deutscher Akademischer Austauschdienst; Hokkaido University; Directorate for Biological Sciences; Göteborgs Universitet; H2020 European Research Council; Universidade de São Paulo; Japan Society for the Promotion of Science; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Ghana; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Petrobras; HORIZON EUROPE Marie Sklodowska-Curie Actions; Florida Fish and Wildlife Conservation Commission; University of Hong Kong; National Research Foundation of Korea; Kerala State Council for Science, Technology and Environment; Euskal Herriko Unibertsitatea; Suomen Kulttuurirahasto; Pontificia Universidad Católica de Chile; Government of the United Kingdom; Canada Excellence Research Chairs, Government of Canada; Australian Marine Sciences Association; Universidade Federal da Paraíba; Marine National Facility; Universidad Nacional de Colombia; Fondation Bertarelli; Academy of Finland; Universiteit Hasselt; James Cook University; Centro de Ciências do Mar; Deutsche Forschungsgemeinschaft; Agricultural Research Service; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade Federal de Santa Catarina; Gordon and Betty Moore Foundation; Macquarie University; Botanical Society of Britain and Ireland; Commonwealth Scientific and Industrial Research Organisation; Utah Agricultural Experiment Station; University of Tasmania; Royal Society; Fundação de Amparo à Pesquisa do Estado de São Paulo; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Bridgewater State University; University of St Andrews; European Regional Development Fund; Ministry of Environment; European Synchrotron Radiation Facility; Akademie Věd České Republiky; Ministry of Agriculture, Forestry and Fisheries; National Geographic Society; Fisheries Society of the British Isles; Universidade do Estado de Mato Grosso; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Biodiversa+; College of Science and Engineering, University of Minnesota; Agence Nationale de la Recherche; National Oceanic and Atmospheric Administration; Norges Forskningsråd; Division of Environmental Biology; Vlaamse regering; Australian Government; National Science and Technology Council; Uniwersytet Łódzki; Helsingin Yliopisto; International Institute of Tropical Forestry; Natural England; Universidade de Lisboa; National Institute of Food and Agriculture; U.S. Fish and Wildlife Service; Linnean Society of NSW; Northern Illinois University; National Park Service; Earthwatch Institute; James Hutton Institute; Anglia Ruskin University; University College Dublin; Wildlife Conservation Society; National Aeronautics and Space Administration; Fonds Wetenschappelijk Onderzoek; Université de Sherbrooke; Oregon State University; Fundação de Apoio ao Desenvolvimento do Ensino, Ciência e Tecnologia do Estado de Mato Grosso do Sul; New Mexico State University; National Research Foundation; McKnight Foundation; Grantová Agentura České Republiky; Universidade de Aveiro; Australian Biological Resources Study; Tel Aviv University; Pew Charitable Trusts; University of Technology Sydney; National Institute of Ecology; Environmental Studies Research Funds; Belgian Federal Science Policy Office; National Science Foundation; U.S. Department of Agriculture; Academia Sinica; Division of Graduate Education; ArcticNet; Smithsonian Institution","keywords":"Biodiversity; Series (stratigraphy); Geography; Ecology; Database; Environmental resource management; Environmental science; Biology; Computer science; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01151636,0.001314853,0.001917861,0.01263248,0.0005612754,0.0047086,0.003103167,0.000914401,0.02692072],"category_scores_gemma":[0.06976578,0.001298258,0.001987078,0.01406615,0.0004243475,0.004434068,0.005095748,0.001900061,0.0194378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00093812,"about_ca_system_score_gemma":0.002854404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006482764,"about_ca_topic_score_gemma":0.008546375,"domain_scores_codex":[0.9929638,0.001543121,0.001672834,0.00170675,0.001822804,0.0002906516],"domain_scores_gemma":[0.9597429,0.01714665,0.006029872,0.009563863,0.00534563,0.002171088],"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":[0.001115963,0.0001447774,0.05217672,0.004574959,0.0009864158,0.0004190113,0.001094149,0.009898852,0.00349467,0.01405553,0.6539124,0.2581266],"study_design_scores_gemma":[0.0003307011,0.0001628408,0.06151823,0.001153407,0.0003533082,0.0005516488,0.0003227797,0.03304015,0.004590905,0.02127182,0.8763217,0.0003825666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01065681,0.000976383,0.0880717,0.001047868,0.0004575487,0.0003684794,0.848843,0.04508407,0.004494108],"genre_scores_gemma":[0.0280073,0.0009679137,0.1983545,0.0005065397,0.0002800597,0.00177667,0.7556795,0.01236873,0.002058899],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02692072,"threshold_uncertainty_score":0.09005874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005638751973117583,"score_gpt":0.209812648395478,"score_spread":0.2041738964223604,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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