{"id":"W2127597920","doi":"10.1126/sciadv.1500052","title":"Habitat fragmentation and its lasting impact on Earth’s ecosystems","year":2015,"lang":"en","type":"article","venue":"Science Advances","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":4537,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Ciência sem Fronteiras; National Aeronautics and Space Administration; Analyses et Expérimentations pour les Ecosystèmes; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Commonwealth Scientific and Industrial Research Organisation; U.S. Forest Service; Agence Nationale de la Recherche; Yayasan Sime Darby; Laboratoire d'Excellence TULIP; University of Florida Foundation; Andrew W. Mellon Foundation; U.S. Department of Agriculture; National Science Foundation","keywords":"Biome; Fragmentation (computing); Ecosystem; Biodiversity; Habitat fragmentation; Habitat; Habitat destruction; Ecosystem services; Ecology; Environmental science; Forest ecology; Terrestrial ecosystem; Geography; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463798,0.0001423406,0.0001364489,0.0009652389,0.0004958509,0.0008769137,0.0002358258,0.0002920851,0.00149522],"category_scores_gemma":[0.002110409,0.00008723498,0.0002004113,0.001099288,0.001249734,0.0008768406,0.00102686,0.0004728107,0.00009480499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006465332,"about_ca_system_score_gemma":0.0004318702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008126692,"about_ca_topic_score_gemma":0.01662109,"domain_scores_codex":[0.9996877,0.00009174977,0.00001837346,0.00005079275,0.00007292697,0.00007854678],"domain_scores_gemma":[0.9982859,0.0003351718,0.0007494311,0.0001480873,0.0001743489,0.0003070084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205607,0.00003249237,0.9009063,0.0001610478,0.000223053,0.0002961461,0.001015322,0.001281556,0.002071139,0.004616525,0.001215911,0.08805996],"study_design_scores_gemma":[0.000001879889,0.00008249184,0.9926722,0.00005399366,0.00004038068,0.0001923848,0.00056686,0.0001605703,0.0001190924,0.002386277,0.003716618,0.000007274976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709579,0.01532713,0.0008271235,0.002221558,0.00006106008,0.000006857536,0.0004961345,0.0000109852,0.01009133],"genre_scores_gemma":[0.996864,0.002431812,0.0001902596,0.0001366387,0.00005766374,0.000002077415,0.0001261197,0.000001686225,0.000189926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008126692,"threshold_uncertainty_score":0.01615882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567587961169756,"score_gpt":0.2936269373684687,"score_spread":0.2779510577567711,"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."}}