{"id":"W4280600380","doi":"10.3204/pubdb-2023-04064","title":"Search for heavy, long-lived, charged particles with large ionisation energy loss in $pp$ collisions at $\\sqrt{s} = 13~\\text{TeV}$ using the ATLAS experiment and the full Run 2 dataset","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Brookhaven National Laboratory; High Energy Physics; British Columbia Knowledge Development Fund; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; University of California, Irvine; College of Engineering, Michigan State University; Universidade Federal de São João del-Rei; Agencia Nacional de Investigación y Desarrollo; Shanghai Key Laboratory for Particle Physics and Cosmology; Université Hassan II de Casablanca; Technische Universität Dortmund; Universität Innsbruck; Pontificia Universidad Católica de Chile; University of Science and Technology of China; Universidade do Minho; Julius-Maximilians-Universität Würzburg; University of South Africa; University of the Philippines; State Key Laboratory of Particle Detection and Electronics; Universidade Federal de Juiz de Fora; University of Cape Town; High Energy Accelerator Research Organization; Université Cadi Ayyad; University of Tsukuba; Nuclear Physics; Aristotle University of Thessaloniki; University of Toronto; Université de Genève; Univerza v Ljubljani; Centre National pour la Recherche Scientifique et Technique; Technion-Israel Institute of Technology; United Arab Emirates University; Universiteit van Amsterdam; Université de Fribourg; Universidade de Coimbra; Universidade de São Paulo; Scottish Universities Physics Alliance; National Tsing Hua University; Royal Holloway, University of London; Universidade Federal do Rio de Janeiro; Universitetet i Oslo; McGill University; Univerzita Karlova v Praze; Ministerio de Ciencia e Innovación; Università degli Studi di Pavia; CERN; Shanghai Jiao Tong University; Ministry of Education, India; Stony Brook University; Institut \"Jožef Stefan\"; Waseda University; TRIUMF; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Consejo Nacional de Investigaciones Científicas y Técnicas; Sapienza Università di Roma; Universidad de Buenos Aires; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Georg-August-Universität Göttingen; Lunds Universitet; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Stockholms Universitet; Academia Sinica; Ludwig-Maximilians-Universität München; Fundação para a Ciência e a Tecnologia; Compute Canada; Radboud Universiteit; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Universität Heidelberg; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; University of Sussex; Albert-Ludwigs-Universität Freiburg; University College London; Univerzita Komenského v Bratislave; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Glasgow; York University; Abdus Salam International Centre for Theoretical Physics; Division of Physics; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; University of Illinois at Urbana-Champaign; Louisiana Tech University; Université Paris-Saclay; Univerzita Palackého v Olomouci; University of Johannesburg; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Southern Methodist University; Canarie; Universität Siegen; Université Mohammed VI Polytechnique; Università di Pisa; Technische Universität Dresden; Universidad Autónoma de Madrid; Ministerstvo Školství, Mládeže a Tělovýchovy; Université Grenoble Alpes; Agencia Nacional de Promoción Científica y Tecnológica; Deutsches Elektronen-Synchrotron; Justus Liebig Universität Gießen; University of Oxford; Universidad de Tarapacá; University of Warwick; University of Oklahoma; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; Department of Physics and Astronomy, University College London; Israel Science Foundation; New York University Abu Dhabi; Instituto Superior Técnico; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; University of Oregon; National Natural Science Foundation of China; Aix-Marseille Université; Ohio State University; České Vysoké Učení Technické v Praze; Universidad de Granada; Sorbonne Université; Kungliga Tekniska Högskolan; University of Pittsburgh; Iowa State University; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Slovenská Akadémia Vied; Università degli Studi di Trento; Universidad Nacional de La Plata; Michigan State University; Università della Calabria; U.S. Department of Energy; Shandong University; Tel Aviv University; Universidad Técnica Federico Santa María; Harvard University; Queen Mary University of London; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Universitatea Transilvania din Brasov; Northern Illinois University; University of Washington; Oklahoma State University; National Science Foundation; Università degli Studi di Napoli Federico II; Austrian Science Fund; University of Pennsylvania","keywords":"Physics; Atlas (anatomy); ATLAS experiment; Nuclear physics; Particle physics; Large Hadron Collider; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007325051,0.000625423,0.0004668472,0.00106998,0.0005426614,0.001350122,0.0005921524,0.0007840145,0.00217487],"category_scores_gemma":[0.0008330771,0.000246346,0.0006128182,0.001342951,0.0002217138,0.0005653732,0.0009178359,0.0002743058,0.00107894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364642,"about_ca_system_score_gemma":0.0006466176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004269688,"about_ca_topic_score_gemma":0.01416894,"domain_scores_codex":[0.9996728,0.00005044929,0.00001531396,0.0001199614,0.00008240644,0.00005897241],"domain_scores_gemma":[0.9996544,0.00009453665,0.00007863155,0.00007781603,0.00004136075,0.00005320751],"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":[0.00428454,0.0004035832,0.8041677,0.0006292981,0.001588113,0.001980474,0.0003747797,0.03488912,0.06239381,0.008908764,0.03290499,0.04747487],"study_design_scores_gemma":[0.0004989973,0.0007176699,0.7789741,0.0000639909,0.000750146,0.001669409,0.0006510784,0.07667051,0.04991035,0.008290186,0.08159593,0.0002075943],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292628,0.0005888296,0.006095881,0.0001890929,0.00002864278,0.0000489587,0.05712085,0.001065842,0.005599045],"genre_scores_gemma":[0.8306264,0.0002502718,0.01003139,0.0001184544,0.00003516553,0.00005033623,0.1565506,0.0002055298,0.002131845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004269688,"threshold_uncertainty_score":0.008489668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321702130314515,"score_gpt":0.2450490940145153,"score_spread":0.1818320727113702,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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