{"id":"W2592699003","doi":"10.7717/peerj.3076","title":"Frequent discordance between morphology and mitochondrial DNA in a species group of European water beetles (Coleoptera: Dytiscidae)","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Colorado School of Public Health; National Drug and Alcohol Research Centre; Leibniz-Gemeinschaft; Economic and Social Research Council; Medical Research Council; Sanofi Pasteur; University of California, San Francisco; Universidad de Ciencias Aplicadas y Ambientales; INCLIVA Instituto de Investigación Sanitaria; Duke Kunshan University; Mansoura University; University of Peradeniya; National Health and Medical Research Council; Nanjing University; Norwegian Institute of Public Health; Addis Ababa University; Sri Ramachandra University; Università degli Studi di Salerno; Centro de Investigación Biomédica en Red de Salud Mental; National Taiwan University; Christian Medical College, Vellore; Göteborgs Universitet; Wuhan University; Universidade de São Paulo; Foundation for Education and European Culture; Universitetet i Oslo; University of North Carolina at Chapel Hill; Universidade Federal do Rio Grande do Sul; Haramaya University; Samfundet Folkhälsan; University of Oklahoma Health Sciences Center; Tehran University of Medical Sciences and Health Services; South African Medical Research Council; Universidad Autónoma Metropolitana; Universidad Nacional de Colombia; British Heart Foundation; Bundesministerium für Bildung und Forschung; European Regional Development Fund; Brien Holden Vision Institute; King's College London; Academy of Finland; H. Lundbeck A/S; University of Bristol; Engineering and Physical Sciences Research Council; Jackson State University; National Institute for Health Research Health Protection Research Unit; Queen Elizabeth Hospital Birmingham Charity; Health and Care Research Wales; Universitat de València; AXA Research Fund; University at Albany; Center for Stroke Research Berlin; EuroQol Research Foundation; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; University of Southampton; Cancer Research UK; University of Tokyo; World Health Organization; Wellcome Trust; Universitetet i Tromsø; Imperial College London; University of Oklahoma; Cancer Research Society; Public Health Foundation of India; Public Health England; Universidad de Costa Rica; Ottawa Hospital Research Institute; University of Colorado School of Medicine, Anschutz Medical Campus; University of Canterbury; University Hospital Southampton NHS Foundation Trust; University of Otago; National Center for Child Health and Development; University of California, Los Angeles; Bill and Melinda Gates Foundation; Instituto de Salud Carlos III; Ohio State University; Universidade do Porto; Seoul National University; Northwestern University; Rensselaer Polytechnic Institute; National Institute for Social Care and Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; York University; United States Agency for International Development; The Wellcome Trust DBT India Alliance; National Institute for Health and Care Research; Sanofi; Nancy R. Gelman Foundation; University of New South Wales; Yale University; Department of Biotechnology, Ministry of Science and Technology, India; National Science Foundation","keywords":"Subspecies; Taxon; Dytiscidae; Biology; Mitochondrial DNA; Zoology; Range (aeronautics); Morphology (biology); Chaetotaxy; Clade; Evolutionary biology; Ecology; Phylogenetics; Genus; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001522892,0.00009838683,0.0001860779,0.000009320119,0.0001751334,0.00008219422,0.0002362596,0.00005336114,0.0001018521],"category_scores_gemma":[0.00003808035,0.00003795674,0.00004688996,0.00002418008,0.000171525,0.0001498886,0.0001722844,0.00009410178,0.00001393248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001345084,"about_ca_system_score_gemma":0.00000160857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009958582,"about_ca_topic_score_gemma":0.004704928,"domain_scores_codex":[0.9992267,0.00006736392,0.0001964452,0.0002264788,0.00008610318,0.0001969102],"domain_scores_gemma":[0.9997062,0.00004440072,0.00009051661,0.00008889776,0.00002039722,0.00004958792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004607433,0.00005486517,0.7173665,0.000008343216,0.000006953015,0.00001851908,0.0001007081,4.3093e-7,0.227069,0.0003033326,0.00006608191,0.0549592],"study_design_scores_gemma":[0.000249025,0.000109413,0.9815246,0.00001971845,0.000006479549,0.000002341207,0.000044224,0.000001768796,0.01065908,0.0003693847,0.006916158,0.00009775642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955863,0.00003990087,0.00001729701,0.00118588,0.0001394136,0.0001376304,0.00009594528,0.00001108561,0.002786589],"genre_scores_gemma":[0.9993669,0.00001501751,0.00006315544,0.00002255236,0.0003794209,0.000008081914,0.0000817418,3.32337e-7,0.00006281854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641582,"threshold_uncertainty_score":0.262546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851538447596895,"score_gpt":0.2251864795626526,"score_spread":0.1966710950866837,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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