{"id":"W7133426259","doi":"","title":"A measurement of the high-mass τ -τ production cross-section at SQUARE ROOTs = 13 TeV with the ATLAS detector and constraints on new particles and couplings","year":2025,"lang":"en","type":"article","venue":"CU Research Publications Repository","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"H2020 European Research Council; Brookhaven National Laboratory; European Social Fund; High Energy Physics; SLAC National Accelerator Laboratory; Agencia Estatal de Investigación; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; University of California, Irvine; University of Illinois at Urbana-Champaign; Stony Brook University; Institut de Física d'Altes Energies; National Science and Technology Council; Agencia Nacional de Investigación y Desarrollo; National Technical University of Athens; Shanghai Key Laboratory for Particle Physics and Cosmology; Narodowa Agencja Wymiany Akademickiej; National University of Science and Technology; Gaziantep Üniversitesi; Universidade do Minho; University of West Attica; Julius-Maximilians-Universität Würzburg; Agencia Nacional de Promoción Científica y Tecnológica; Rheinische Friedrich-Wilhelms-Universität Bonn; Universitatea din București; Universidad de Tarapacá; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Université Paris-Saclay; Univerzita Palackého v Olomouci; Northern Illinois University; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Aristotle University of Thessaloniki; Technion-Israel Institute of Technology; United Arab Emirates University; Univerzita Komenského v Bratislave; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Norges Forskningsråd; Centre National de la Recherche Scientifique; Universidad de Buenos Aires; Tokyo Metropolitan University; National and Kapodistrian University of Athens; Universitetet i Oslo; H2020 Marie Skłodowska-Curie Actions; Univerzita Karlova v Praze; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Argonne National Laboratory; CERN; Ministry of Education, India; Shanghai Jiao Tong University; Simon Fraser University; Universidad de Granada; Sorbonne Université; Kungliga Tekniska Högskolan; Ministero dell'Università e della Ricerca; Max-Planck-Gesellschaft; European Commission; Knut och Alice Wallenbergs Stiftelse; Fundação para a Ciência e a Tecnologia; Radboud Universiteit; Universiteit van Amsterdam; Ministerstvo Školství, Mládeže a Tělovýchovy; Pontificia Universidad Católica de Chile; Università di Bologna; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Vetenskapsrådet; Danmarks Grundforskningsfond; Agence Nationale de la Recherche; Centre National pour la Recherche Scientifique et Technique; Royal Society; University of Toronto; Generalitat Valenciana; Istituto Nazionale di Fisica Nucleare; University of Alberta; York University; Division of Physics; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; Universität Siegen; Deutsche Forschungsgemeinschaft; Tsinghua University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; British Columbia Knowledge Development Fund; Chinese Academy of Sciences; University of Sussex; Université Savoie Mont Blanc; Centres de Recerca de Catalunya; Zhengzhou University; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; UK Research and Innovation; New York University Abu Dhabi; University of Oregon; Institute of High Energy Physics; Ministry of Education, Culture, Sports, Science and Technology; Universidade de Coimbra; Universitetet i Bergen; University of Texas at Arlington; Lawrence Berkeley National Laboratory; European Regional Development Fund; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Slovenská Akadémia Vied; CHIST-ERA; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; U.S. Department of Energy; Shandong University; Universidad Técnica Federico Santa María; Baden-Württemberg Stiftung; University of Tsukuba; Instituto Superior Técnico; Brandeis University; Tel Aviv University; University of Bern; University of Pittsburgh; Ministerstwo Edukacji i Nauki; National Science Foundation; Universidad Nacional de Colombia; Oklahoma State University; TRIUMF; University of Oklahoma; University of Washington; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Universitatea Transilvania din Brasov; Ministry of Science and Technology of the People's Republic of China; University of Oxford; Alexander von Humboldt-Stiftung; Consejo Nacional de Investigaciones Científicas y Técnicas; Austrian Science Fund; Grantová Agentura České Republiky; University of Pennsylvania; Ankara Universitesi; National Natural Science Foundation of China; České Vysoké Učení Technické v Praze; Ohio State University; Academia Sinica","keywords":"Square (algebra); Detector; Production (economics); Atlas (anatomy); Atlas detector","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":[0.0003453484,0.00007602695,0.00008056398,0.00003313358,0.000941479,0.000120754,0.0001092842,0.0000177335,0.000008113324],"category_scores_gemma":[0.0000572225,0.00004243822,0.00002379972,0.000315225,0.001207033,0.00008691646,0.0001222574,0.0001519634,0.000002026509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007863056,"about_ca_system_score_gemma":0.00009072894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590604,"about_ca_topic_score_gemma":0.00001537336,"domain_scores_codex":[0.9990321,0.00009341999,0.0001285351,0.0002252697,0.0003489338,0.0001716944],"domain_scores_gemma":[0.9991705,0.00009536284,0.00005198533,0.0002682904,0.0003543078,0.00005952603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001107464,0.0001773434,0.2769465,0.00002760736,0.000137487,6.556807e-8,0.0003945692,0.00006385762,0.6565305,0.05922142,0.001855849,0.004534107],"study_design_scores_gemma":[0.0002653614,0.00006238969,0.1860605,0.00005439964,0.00001537018,5.915476e-7,0.0004719228,0.0001323627,0.8087124,0.003726352,0.000445167,0.00005314061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930846,0.0001984056,0.000256034,0.003827569,0.00005456372,0.0004216977,0.00000302952,0.00001524598,0.002138833],"genre_scores_gemma":[0.99914,0.000003156277,0.00001932141,0.000005076602,0.000101342,0.0001831139,9.30062e-7,0.000004922053,0.0005422023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1521819,"threshold_uncertainty_score":0.7241191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415968142544477,"score_gpt":0.3201549099234008,"score_spread":0.285995228497956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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