{"id":"W4231178288","doi":"10.1109/icipc53495.2021.9620181","title":"Front Matter","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto Superior Técnico; Institute for Infocomm Research; University of California, San Diego; Samsung; British University in Egypt; Sorbonne Université; Koç Üniversitesi; Université de Reims Champagne-Ardenne; Universitat Politècnica de Catalunya; Indian Statistical Institute; Université Lumière Lyon 2; Université de Nantes; Georgia Institute of Technology; Universidade Federal do Rio de Janeiro; Instituto de Telecomunicações; University of South Carolina; Peking University; University of Miami; Mitsubishi Electric Research Laboratories; Universidad Rey Juan Carlos; Università degli Studi di Brescia; University of Alberta; Korea Advanced Institute of Science and Technology; Northwestern University; Universidad Nacional de Colombia; Trakya Üniversitesi; Aristotle University of Thessaloniki; Skolkovo Institute of Science and Technology; Università degli Studi di Padova; Mittuniversitetet; Universitat de Barcelona; Centre National de la Recherche Scientifique; Università degli Studi di Genova; Ramaiah Institute Of Technology; Vrije Universiteit Brussel; Università degli Studi di Milano; Universität Salzburg; Universiteit Gent; College of Engineering, Michigan State University; Danmarks Tekniske Universitet; Hong Kong Polytechnic University; University of Missouri; Tsinghua University; Aarhus Universitet; Tongji University; Cochin University of Science and Technology; IFP Energies Nouvelles; Beijing University of Technology; Concordia University; Technion-Israel Institute of Technology; Utah State University; Australian Government; Chung-Ang University; Institut national de recherche en informatique et en automatique (INRIA); Southeast University; Universidad de Granada; University of Melbourne; Universidad de Costa Rica; Ege Üniversitesi; Deakin University; University of Technology Sydney; Heriot-Watt University; University of New South Wales; Institut National de la Santé et de la Recherche Médicale; Loughborough University; Universitetet i Stavanger; Technische Universität Braunschweig; Sight Research UK; Università degli Studi di Cagliari; Rensselaer Polytechnic Institute; Università degli Studi Roma Tre; Politecnico di Torino; University of Rochester; University of Alaska Anchorage; Universidad de Sevilla; National Institute of Informatics; University of Wollongong; University of South Florida; Florida State University; Universidade de Coimbra; Linköpings Universitet; Università degli Studi di Parma; Queen's University; Nanyang Technological University; Université Bretagne Sud; University of Notre Dame; University of Ioannina; Masarykova Univerzita; Google; York University; Universidade de Lisboa; RWTH Aachen University; ISCTE – Instituto Universitário de Lisboa; Indraprastha Institute of Information Technology, Delhi; Indian Institute of Science; Szegedi Tudományegyetem; Auburn University; Università degli Studi di Trento; University at Albany; Università degli Studi di Udine; Michigan State University; Universidade da Beira Interior; City University of Hong Kong; Universidad Politécnica de Madrid; State University of New York; Università degli Studi di Firenze; Nvidia; Massachusetts Institute of Technology; Yonsei University; Sharif University of Technology; Federation University Australia; University of Southern California; Universidade de Aveiro; Gyeongsang National University; Purdue University; Johns Hopkins University; National University of Singapore; Ohio State University","keywords":"Front (military); Computer science; Geology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001084102,0.001282391,0.001042101,0.001832806,0.002248405,0.01042909,0.001330144,0.003269369,0.9393541],"category_scores_gemma":[0.00659177,0.0005098181,0.0006725765,0.001662087,0.0005184337,0.003237963,0.00180577,0.002172818,0.944185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936166,"about_ca_system_score_gemma":0.002525336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200009,"about_ca_topic_score_gemma":0.003835073,"domain_scores_codex":[0.9986432,0.00009969625,0.00008295117,0.0002325675,0.0007494314,0.0001921897],"domain_scores_gemma":[0.9949036,0.00047637,0.0001767683,0.0005288043,0.002432885,0.001481724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001364117,0.00001202553,0.00002451656,0.00007335294,9.671835e-7,0.00001679033,0.000008219414,0.00001176842,0.0001143858,0.0009504655,0.9761063,0.02266737],"study_design_scores_gemma":[0.000005324714,0.000006134719,0.0001003102,0.000034943,5.547743e-7,0.00001595744,0.00001353787,0.0000170952,0.00007085434,0.0003727395,0.99936,0.000002535306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001833283,0.0004570656,0.0004419107,0.002443855,0.007513199,0.0001319781,0.003925759,0.001762411,0.9831405],"genre_scores_gemma":[0.0005329542,0.0002384413,0.0001180216,0.0006781188,0.0009145246,0.00004200875,0.001624801,0.0004539839,0.9953973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06064588,"threshold_uncertainty_score":0.08650398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122758177509456,"score_gpt":0.2073602501417444,"score_spread":0.1661326683666499,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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