{"id":"W4396747914","doi":"10.1038/s42003-024-06199-1","title":"Global arthropod beta-diversity is spatially and temporally structured by latitude","year":2024,"lang":"en","type":"article","venue":"Communications Biology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Stanley Park Ecology Society; Espace pour la vie; Ministry of Environment; University of Guelph","funders":"Norges Forskningsråd; Japan International Cooperation Agency; Ontario Ministry of Research and Innovation; Consejo Nacional de Investigaciones Científicas y Técnicas; Research Grants Council, University Grants Committee; European Commission; Government of Canada; Bundesministerium für Bildung und Forschung; Guanacaste Dry Forest Conservation Fund; ResMed; Genome Canada; Canada First Research Excellence Fund; International Development Research Centre; Ontario Genomics; Forest Conservation Fund; King Saud University; Australian Government; Jane ja Aatos Erkon Säätiö; University of Pennsylvania","keywords":"Beta diversity; Biodiversity; Species richness; Alpha diversity; Ecology; Latitude; Gamma diversity; Species diversity; Global biodiversity; Arthropod; Geography; Biology","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":[0.0003793909,0.0001189193,0.0001857436,0.000803688,0.0001526802,0.0004971137,0.00009899524,0.0001042389,0.001045745],"category_scores_gemma":[0.0008419099,0.0001090614,0.000116218,0.0007950501,0.0003353794,0.0002749824,0.0002589342,0.0001429887,0.0001500882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160264,"about_ca_system_score_gemma":0.00008438316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100597,"about_ca_topic_score_gemma":0.01009003,"domain_scores_codex":[0.9998543,0.00003590653,0.000008718998,0.00006059935,0.00001913299,0.00002122346],"domain_scores_gemma":[0.9992338,0.0001884164,0.0003256623,0.00007957557,0.000105609,0.00006679624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002988641,0.000004793034,0.9848208,0.00002334895,0.00007256011,0.00002328599,0.0003454282,0.0002903534,0.007808521,0.00007856153,0.00007075709,0.006431646],"study_design_scores_gemma":[2.997659e-7,0.00000417875,0.999563,0.000001462501,0.000003227678,0.0000200419,0.00005432581,0.0001576386,0.00007900356,0.00003109196,0.00008468452,9.378871e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985897,0.0002474337,0.0004383356,0.00001569972,0.000001127363,0.000001295312,0.0002126989,0.000007729358,0.0004859891],"genre_scores_gemma":[0.9995178,0.00009893956,0.0001443074,0.000005276985,0.000002244773,0.000001628228,0.0001338595,0.00000184525,0.00009401373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004100597,"threshold_uncertainty_score":0.008153439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203243311079921,"score_gpt":0.2684782929324435,"score_spread":0.2064458598216443,"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."}}