{"id":"W2925229110","doi":"10.1101/587394","title":"Global distribution of earthworm diversity","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Fondo para la Investigación Científica y Tecnológica; Wageningen University and Research; Strategic Environmental Research and Development Program; U.S. Navy; University of Illinois at Chicago; University of Illinois at Urbana-Champaign; Landwirtschaftliche Rentenbank; Universität Innsbruck; European Agricultural Fund for Rural Development; Tarbiat Modares University; Universidad Nacional de Luján; Agentúra na Podporu Výskumu a Vývoja; Higher Education Commision, Pakistan; University of Toronto; Consejo Nacional de Investigaciones Científicas y Técnicas; Oklahoma Agricultural Experiment Station; Nature Conservancy; Fundação de Amparo à Pesquisa do Estado de São Paulo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Russian Foundation for Basic Research; Consejo Nacional de Ciencia y Tecnología; Agence Nationale de la Recherche; International Atomic Energy Agency; U.S. Department of Defense; European Commission; Österreichische Forschungsförderungsgesellschaft; Austrian Science Fund; Royal Canadian Geographical Society; Science and Engineering Research Board; Science Foundation Ireland; National Science Foundation; Grains Research and Development Corporation; Deutsche Forschungsgemeinschaft; University of Hawai'i; McKnight Foundation; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Fundação de Amparo à Pesquisa e ao Desenvolvimento Científico e Tecnológico do Maranhão; Universidad Complutense de Madrid; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria","keywords":"Earthworm; Abundance (ecology); Ecology; Biodiversity; Biomass (ecology); Species richness; Habitat; Ecosystem; Diversity (politics); 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":[0.0003738758,0.0002669995,0.0002545413,0.002987826,0.0001052661,0.0006390781,0.0001546073,0.0001522248,0.002352667],"category_scores_gemma":[0.0009192992,0.0001184397,0.0003279636,0.003050491,0.000257824,0.0004476953,0.0006697483,0.0002075599,0.0005080836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689568,"about_ca_system_score_gemma":0.0001210121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004824071,"about_ca_topic_score_gemma":0.005423091,"domain_scores_codex":[0.9997606,0.00003934176,0.00001913138,0.0001079554,0.0000364887,0.00003653525],"domain_scores_gemma":[0.9991072,0.0001753634,0.0003249448,0.0001127783,0.0001565142,0.0001232782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003638115,0.000005164129,0.9855172,0.0001042179,0.0001765728,0.00003522841,0.0001300652,0.001012217,0.001009264,0.0002043583,0.002109914,0.009659496],"study_design_scores_gemma":[0.00000293211,0.000008919378,0.997336,0.0000222147,0.00001964009,0.00005357903,0.0001227058,0.0003452647,0.0001584087,0.00007476905,0.001851097,0.000004491088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592652,0.001297781,0.0006463955,0.0001324044,0.000009844977,0.000005957128,0.03623107,0.00009174712,0.002319678],"genre_scores_gemma":[0.9664997,0.0006664244,0.0006428885,0.00003978542,0.00001524258,0.0000103439,0.03157965,0.00002417381,0.0005218578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004824071,"threshold_uncertainty_score":0.009591997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651005934272745,"score_gpt":0.1840406166400844,"score_spread":0.167530557297357,"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."}}