{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003020662,0.0002749576,0.0004245933,0.0000113194,0.0002211745,0.00004522097,0.0005413193,0.0005389276,0.0002542347],"category_scores_gemma":[0.00005611042,0.0001450252,0.0001778728,0.0003277782,0.0001089626,0.0001031019,0.001342017,0.0002619286,0.0001383741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811937,"about_ca_system_score_gemma":0.00007641339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003877874,"about_ca_topic_score_gemma":0.0001177303,"domain_scores_codex":[0.9984642,0.00009222703,0.0002983735,0.0005431386,0.0002092327,0.0003928483],"domain_scores_gemma":[0.9990241,0.00004686432,0.0003282289,0.0002201679,0.0002545598,0.0001260794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007742674,0.0002663411,0.8827113,0.0001658095,0.0001384809,0.00001673185,0.000003095759,0.00009521782,0.1125501,0.002051171,0.001896582,0.00002771249],"study_design_scores_gemma":[0.0001371723,0.00009787035,0.9752371,0.00005495338,0.00004776145,5.895065e-9,0.000002739116,0.000119138,0.01783523,0.000007482584,0.006118475,0.0003420216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966388,0.0001476265,0.00006401363,0.0001759576,0.0009345165,0.0003697762,0.00151886,0.000112501,0.00003797144],"genre_scores_gemma":[0.9995018,0.00006008221,0.00007600327,0.0001042898,0.0002334029,0.00001500579,0.000004257129,0.000001468442,0.000003716071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09471489,"threshold_uncertainty_score":0.5913955,"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."}}