{"id":"W7133395513","doi":"","title":"Search for long-lived charged particles using large specific ionisation loss and time of flight in 140 fb-1 of pp collisions at SQUARE ROOTs = 13 TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"CU Research Publications Repository","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Social Fund; High Energy Physics; SLAC National Accelerator Laboratory; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; 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; College of Engineering, Michigan State 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; University of Chinese Academy of Sciences; Pontificia Universidad Católica de Chile; Universidade do Minho; University of West Attica; Julius-Maximilians-Universität Würzburg; Nanjing University; Universidad de Tarapacá; Universidade do Estado do Rio de Janeiro; University of Tsukuba; Nuclear Physics; Aristotle University of Thessaloniki; Universidad de Granada; Univerza v Ljubljani; Centre National pour la Recherche Scientifique et Technique; Technion-Israel Institute of Technology; United Arab Emirates University; H2020 European Research Council; Universidade de São Paulo; Tokyo Metropolitan University; National and Kapodistrian University of Athens; Royal Holloway, University of London; Universidade Federal do Rio de Janeiro; Universitetet i Oslo; H2020 Marie Skłodowska-Curie Actions; McGill University; 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; Sorbonne Université; Kungliga Tekniska Högskolan; Centre National de la Recherche Scientifique; Ministero dell'Università e della Ricerca; Max-Planck-Gesellschaft; Khalifa University of Science, Technology and Research; European Commission; Knut och Alice Wallenbergs Stiftelse; Lawrence Berkeley National Laboratory; European Regional Development Fund; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Norges Forskningsråd; Lunds Universitet; Sun Yat-sen University; Ludwig-Maximilians-Universität München; Fundação para a Ciência e a Tecnologia; Radboud Universiteit; Universiteit van Amsterdam; Universidad Autónoma de Madrid; Ministerstvo Školství, Mládeže a Tělovýchovy; Agence Nationale de la Recherche; Vetenskapsrådet; Danmarks Grundforskningsfond; University College London; Royal Society; Fundação de Amparo à Pesquisa do Estado de São Paulo; Leverhulme Trust; 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; University of Illinois at Urbana-Champaign; Louisiana Tech University; Canarie; Universität Siegen; Centres de Recerca de Catalunya; Zhengzhou University; UK Research and Innovation; New York University Abu Dhabi; Instituto Superior Técnico; Bundesministerium für Bildung und Forschung; University of Oregon; Institute of High Energy Physics; Ministry of Education, Culture, Sports, Science and Technology; Stony Brook University; Institut \"Jožef Stefan\"; Universidade de Coimbra; Universitetet i Bergen; University of Texas at Arlington; Universidad Nacional de La Plata; Baden-Württemberg Stiftung; Michigan State University; 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; 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; Ministerstwo Edukacji i Nauki; Université Paris-Saclay; Univerzita Palackého v Olomouci; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Queen Mary University of London; Tel Aviv University; University of Bern; University of Pittsburgh; National Science Foundation; Oklahoma State University; TRIUMF; University of Oklahoma; University of Washington; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Ministry of Science and Technology of the People's Republic of China; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Université de Toulouse; Northern Illinois University; National Natural Science Foundation of China; Aix-Marseille Université; Ohio State University; České Vysoké Učení Technické v Praze; University of Oxford; Alexander von Humboldt-Stiftung; Consejo Nacional de Investigaciones Científicas y Técnicas; Austrian Science Fund; High Energy Accelerator Research Organization; Grantová Agentura České Republiky; University of Pennsylvania; Department of Physics and Astronomy, University College London; Ankara Universitesi; Academia Sinica","keywords":"Charged particle; Detector; Atlas (anatomy); Square (algebra); Atlas detector; Ionization","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":[0.001663586,0.0001415416,0.0002578527,0.0005347586,0.001065331,0.0001714874,0.0004577746,0.00007492191,0.00007746644],"category_scores_gemma":[0.0001353479,0.0001062855,0.00007578347,0.002202775,0.0005876871,0.0002680464,0.0003466734,0.0003114011,0.00001035118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273654,"about_ca_system_score_gemma":0.0006995982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258663,"about_ca_topic_score_gemma":0.00008814486,"domain_scores_codex":[0.997165,0.000636675,0.0004736343,0.000437137,0.000705139,0.0005824424],"domain_scores_gemma":[0.9959348,0.00136587,0.0001164813,0.0008126371,0.00161722,0.0001529569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003502047,0.0008512208,0.6099147,0.0001163526,0.0001462876,0.000002122392,0.001135469,0.00362082,0.351381,0.03018994,0.001866601,0.0004252621],"study_design_scores_gemma":[0.002111263,0.0002152188,0.2841659,0.0002433589,0.00002981278,0.000002922062,0.001920491,0.1318325,0.5745569,0.0001400223,0.004567018,0.0002145395],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934102,0.0003314241,0.002744859,0.001155926,0.00002005938,0.001466825,0.00007798064,0.00001871497,0.0007740607],"genre_scores_gemma":[0.9962447,0.00001701624,0.000361128,0.000001169335,0.00006080932,0.0005861328,0.00005032557,0.00002188674,0.002656812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257487,"threshold_uncertainty_score":0.8193771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642377277592444,"score_gpt":0.3451197768474987,"score_spread":0.2986960040715743,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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