{"id":"W2260231561","doi":"10.1111/imre.12327","title":"Estimates of Global Bilateral Migration Flows by Gender between 1960 and 2015<sup>1</sup>","year":2017,"lang":"en","type":"article","venue":"International Migration Review","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Université de Limoges; Dipartimento di Medicina e Chirurgia, Università degli Studi di Milano-Bicocca; Biomedical Research Council; Erasmus Universitair Medisch Centrum Rotterdam; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Instituto de Salud Carlos III; Medical Research Council; Weill Cornell Medicine - Qatar; Weill Cornell Medical College; College of Engineering, Michigan State University; Centers for Disease Control and Prevention; Uniwersytet Opolski; Universidad de Ciencias Aplicadas y Ambientales; Debre Tabor University; Donau-Universität Krems; Universitair Ziekenhuis Antwerpen; Alfaisal University; Moscow Institute of Physics and Technology; Laboratório Associado para a Química Verde; Muhimbili University of Health and Allied Sciences; Public Health Foundation of India; Applied Molecular Biosciences Unit; Ministry of Health of the Russian Federation; Injury Prevention Research Center; Háskólinn í Reykjavík; University of Oxford; Menzies Health Institute Queensland; Kurdistan University Of Medical Sciences; Università degli Studi di Genova; Savitribai Phule Pune University; Universidade Federal do Rio Grande do Sul; University of Colombo; Hawassa University; University of Peradeniya; Xiamen University; University of Gondar; Western Sydney University; Tartu Ülikool; Universidad de la República Uruguay; Università degli Studi di Milano; Pomorski Uniwersytet Medyczny W Szczecinie; Universidade Federal de Minas Gerais; Universidad de Extremadura; University of New South Wales; Kermanshah University of Medical Sciences; Universidad del Valle; Università degli Studi di Salerno; Universidade do Porto; University of Tsukuba; Southern University of Science and Technology; Islamic Azad University; International Medical University; Aristotle University of Thessaloniki; Hospital for Sick Children; Baqiyatallah University of Medical Sciences; Universitat de Barcelona; University of Health and Allied Sciences; Universidade de Lisboa; Göteborgs Universitet; University of Social Welfare and Rehabilitation Sciences; Fundação Oswaldo Cruz; Universidad de Costa Rica; National and Kapodistrian University of Athens; Birjand University of Medical Sciences; Qazvin University of Medical Sciences; Guilan University of Medical Sciences; Universitair Medisch Centrum Groningen; Griffith University; Ahvaz Jundishapur University of Medical Sciences; University of Ottawa; Sichuan University; Chinese University of Hong Kong; University of California, San Diego; Vital Strategies; Hamadan University of Medical Sciences; Universiti Sains Malaysia; Mekelle University; Universiteit Stellenbosch; Chinese Center for Disease Control and Prevention; Tabriz University of Medical Sciences; Universidad Autónoma Metropolitana; Seoul National University Hospital; Shiraz University of Medical Sciences; Università degli Studi di Firenze; Karolinska Institutet; King Khalid University; Universiti Malaya; Isfahan University of Medical Sciences; Ministry of Health and Medical Education; Karl-Franzens-Universität Graz; Universitat de València; Hebrew University of Jerusalem; Georg-August-Universität Göttingen; Case Western Reserve University; Fudan University; Kyung Hee University; Tarbiat Modares University; Hacettepe Üniversitesi; U.S. Department of Veterans Affairs; Kosin University; Sun Yat-sen University; North-West University; Simmons College; Jordan University of Science and Technology; Chest Research Foundation; King Saud University; International Centre for Diarrhoeal Disease Research, Bangladesh; Washington University in St. Louis; Monash University; University of Washington; Rijksuniversiteit Groningen; Shahid Beheshti University of Medical Sciences; Golestan University of Medical Sciences; Univerzita Komenského v Bratislave; Cardiff University; Indian Council of Medical Research; University College London; University of Southampton; Lomonosov Moscow State University; University of Queensland; National Institute for Health and Care Research; Wellcome Trust; Korea University; Cochrane South Africa; Public Health England; Imperial College London; University of Toronto; University of Louisville; National Natural Science Foundation of China; Sanjay Gandhi Postgraduate Institute of Medical Sciences; University of Canberra; University of Namibia; Maragheh University of Medical Sciences; Brien Holden Vision Institute; Krishna Institute Of Medical Sciences Deemed To Be University; Directorate for Biological Sciences; Debre Markos University; Politechnika Czestochowska; Bundesministerium für Gesundheit; South African Medical Research Council; University of Pittsburgh; Tribhuvan University; NIHR Oxford Biomedical Research Centre; Universität Ulm; Chalmers Tekniska Högskola; Bournemouth University; Loma Linda University; University of Embu; Taipei Medical University; University College Cork; University of Rwanda; Trường Đại học Nguyễn Tất Thành; Central University of Tamil Nadu; Queensland Brain Institute; Newcastle University; Universitas Negeri Semarang; University of Tabriz; Ahmadu Bello University; Yonsei University; Birzeit University; Friedrich-Schiller-Universität Jena; Bill and Melinda Gates Foundation; Duke Kunshan University; Rede de Química e Tecnologia; Tulane University; Arak University of Medical Sciences; Ohio State University; University of Warwick; Johns Hopkins University; National Center for Global Health and Medicine; Central South University; Seattle Children's Research Institute; University of Illinois at Urbana-Champaign; Arabian Gulf University; Seoul National University; University of Massachusetts Boston; Samara University; National Cerebral and Cardiovascular Center; University of the Punjab; Universidade Federal de Santa Catarina; National Health Research Institutes; University of West Florida; McMaster University; New York University Abu Dhabi; University of Glasgow; University of Technology Sydney; York University; University of California, Irvine; Sveučilište u Zagrebu; Universitetet i Oslo; Shiraz University; Sree Chitra Tirunal Institute for Medical Sciences and Technology; Lawson Health Research Institute; Syddansk Universitet; Deutsches Krebsforschungszentrum; Student Research Committee, Tabriz University of Medical Sciences; Frankfurt University of Applied Sciences; Arizona State University; West Virginia University; University of Cape Town; Universidad de Chile; Aarhus Universitet; Teikyo University School of Medicine; University of the Western Cape; University of Memphis; National Taiwan University; University of Oklahoma; Michigan State University; Aksum University; University of Haifa; University of Hull; Faculty of Medicine and Health, University of Sydney; Universiti Brunei Darussalam; Medizinische Universität Graz; National Center for Child Health and Development; Durban University of Technology; Hamad Medical Corporation; Strong; Oklahoma State University; Australian Catholic University; An-Najah National University; Alborz University of Medical Sciences; Universidad Nacional de Colombia; Northwestern University; Deakin University; Delhi Technological University; Helsingin Yliopisto; Norwegian Institute of Public Health; United Nations Population Fund; National Institutes of Health; Banaras Hindu University; Wayne State University","keywords":"Stock (firearms); Estimation; Demographic economics; Population; Geography; Econometrics; Economics; Demography; Sociology","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":[0.0007576942,0.0001190138,0.0002551122,0.00003636736,0.0004477895,0.0001990354,0.0003762963,0.00007542047,0.0005270592],"category_scores_gemma":[0.0007024736,0.0001097094,0.0001157448,0.00009092193,0.0002043929,0.0004893588,0.00003793755,0.00006483871,0.00004161127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082613,"about_ca_system_score_gemma":0.0001083989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306191,"about_ca_topic_score_gemma":0.01327888,"domain_scores_codex":[0.9985924,0.0001339642,0.0004498956,0.0002458552,0.0004513184,0.0001266043],"domain_scores_gemma":[0.9988537,0.00009969078,0.0003529513,0.0002524418,0.0003547819,0.00008646423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001377183,0.0001539671,0.8458362,0.0005409311,0.0003323028,0.00000138837,0.002819767,0.0002263878,0.0001171835,0.009355606,0.03285034,0.1077521],"study_design_scores_gemma":[0.000899106,0.0001006422,0.3113381,0.002387096,0.0008147685,0.000003333847,0.0006939315,0.03491034,0.0002221534,0.01479767,0.6329751,0.000857781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897766,0.02791961,0.008634317,0.06495455,0.0003115463,0.00116025,0.0005673742,0.00009867393,0.00657702],"genre_scores_gemma":[0.9881047,0.01036342,0.0004091998,0.0003236628,0.0001945951,0.00003133123,0.0002707618,0.00000493059,0.0002974037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6001248,"threshold_uncertainty_score":0.9935102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586247485898138,"score_gpt":0.3740107395008437,"score_spread":0.3381482646418624,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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