{"id":"W4415233754","doi":"10.1007/jhep10(2025)054","title":"A measurement of the high-mass $$ \\tau \\overline{\\tau} $$ production cross-section at $$ \\sqrt{s}=13 $$ TeV with the ATLAS detector and constraints on new particles and couplings","year":2025,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics; Simon Fraser University; York University; University of British Columbia; Carleton University; University of Toronto; University of Victoria; McGill University; University of Alberta; Université de Montréal","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":"Atlas detector; Large Hadron Collider; Atlas (anatomy); Hadron; Invariant mass; Detector; Boson; Pair production; Standard Model (mathematical formulation); Lepton","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008267967,0.0005815607,0.0002459208,0.0009842714,0.0003561511,0.0006136962,0.0005579476,0.0006262318,0.004575797],"category_scores_gemma":[0.0006997709,0.0003720486,0.0003801276,0.001330767,0.0003615692,0.0004165769,0.0004757577,0.0004058946,0.0006138002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005207386,"about_ca_system_score_gemma":0.0002985104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285542,"about_ca_topic_score_gemma":0.002776125,"domain_scores_codex":[0.9995537,0.00009037864,0.00001719457,0.0001385571,0.0001386638,0.00006140518],"domain_scores_gemma":[0.999427,0.0001827516,0.0001298537,0.0001327544,0.00004989136,0.00007775768],"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":[0.001988203,0.0005079856,0.1276844,0.0001839118,0.0004726704,0.0008904936,0.000215462,0.008656147,0.8239343,0.01343746,0.002159674,0.01986946],"study_design_scores_gemma":[0.0001506552,0.0007053881,0.3006919,0.0000192924,0.0002359059,0.001044798,0.00008596123,0.02888447,0.6591155,0.002882088,0.006095341,0.00008885825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779726,0.0001911589,0.01177656,0.00007783034,0.00001361505,0.00001959627,0.001510071,0.0002690323,0.008169428],"genre_scores_gemma":[0.991891,0.00008286681,0.005317124,0.00003494425,0.00001004702,0.00001890834,0.001153475,0.00003760032,0.00145402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004575797,"threshold_uncertainty_score":0.01530755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064567918377374,"score_gpt":0.2300086384008693,"score_spread":0.2193629592170956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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