{"id":"W2920737808","doi":"10.1126/sciadv.aau3114","title":"Biodiversity recovery of Neotropical secondary forests","year":2019,"lang":"en","type":"article","venue":"Science Advances","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":539,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Regina","funders":"Ciência sem Fronteiras; Wageningen University Fund; Seventh Framework Programme; Wageningen University and Research; Instituto Colombiano de Crédito Educativo y Estudios Técnicos en el Exterior; Instituto Nacional de Pesquisas da Amazônia; Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Consortium of International Agricultural Research Centers; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Smithsonian Tropical Research Institute; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Consejo Nacional de Ciencia y Tecnología; Agence Nationale de la Recherche; Inter-American Institute for Global Change Research; Department of Foreign Affairs and Trade, Australian Government; Stichting het Kronendak; Global Environment Facility; University of Connecticut; Fundação de Amparo à Pesquisa do Estado do Amazonas; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria; National Science Foundation; Yale-NUS College; Yale University; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); United Nations Development Programme; HSBC Bank USA; European Commission; Silicon Valley Community Foundation; United States Agency for International Development; National Aeronautics and Space Administration; Smithsonian Institution; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Grantham Foundation for the Protection of the Environment","keywords":"Species richness; Secondary forest; Biodiversity; Secondary succession; Ecological succession; Old-growth forest; Rarefaction (ecology); Ecology; Disturbance (geology); Forest restoration; Global biodiversity; Clearance; Geography; Pioneer species; Species diversity; Agroforestry; Biology; Forest ecology; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001643448,0.00004714993,0.00008128524,0.00003280872,0.0001538007,0.000005605566,0.0002490873,0.00001826784,0.0009378648],"category_scores_gemma":[0.00004473798,0.0000396882,0.00002406395,0.000283385,0.00113064,0.0007498966,0.0001912866,0.00005285415,0.0006605397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004396686,"about_ca_system_score_gemma":0.00002142104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001849461,"about_ca_topic_score_gemma":0.0003550343,"domain_scores_codex":[0.9993563,0.00001004632,0.00008504777,0.000206612,0.0001827296,0.000159296],"domain_scores_gemma":[0.9997323,0.00004763093,0.00006079361,0.0001147072,0.00001163564,0.00003297097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008029048,0.00001439594,0.9903997,0.000004529759,0.000001395407,5.13448e-7,0.00008903461,0.001456697,0.002833908,0.0001956551,0.00008082773,0.004915323],"study_design_scores_gemma":[0.0001072592,0.0001013432,0.992283,0.000002849783,0.000001976495,0.000001157444,0.000125423,0.0001539837,0.00220595,0.00345972,0.001497442,0.00005985258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793661,0.00008968674,0.00009985171,0.0001336854,0.0002968375,0.00006888174,0.000003861068,0.00001002577,0.01993111],"genre_scores_gemma":[0.9982116,0.00002515209,0.001183573,0.000119898,0.00000346981,0.000001193682,6.081433e-7,7.607308e-7,0.0004537483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947736,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005295772492182805,"score_gpt":0.2252433263315149,"score_spread":0.2199475538393321,"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."}}