{"id":"W4396816989","doi":"10.3204/pubdb-2025-01422","title":"Underlying-event studies with strange hadrons in $pp$ collisions at $\\sqrt{s} = 13$ TeV with the ATLAS detector","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; U.S. Department of Energy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Physics; Hadron; Particle physics; Lambda; Nuclear physics; Large Hadron Collider; Charged particle; Event (particle physics); Atlas (anatomy); Quantum mechanics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002423628,0.0004444505,0.0004604074,0.000235978,0.0004636435,0.0001275177,0.0007220691,0.0001210784,0.0001434498],"category_scores_gemma":[0.000009979958,0.0002988827,0.0001802953,0.001191481,0.0004521767,0.0001039221,0.001737929,0.001100963,0.0001796756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706486,"about_ca_system_score_gemma":0.0004964333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120337,"about_ca_topic_score_gemma":0.006910692,"domain_scores_codex":[0.9977185,0.0002242725,0.0002137005,0.001004193,0.0002392864,0.0006000303],"domain_scores_gemma":[0.9981031,0.00039592,0.0001272018,0.0009760719,0.0001999707,0.0001977605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002812996,0.000227281,0.02926266,0.00009093146,0.001029507,0.0006263359,0.0009272395,0.9280452,0.0001654383,0.03851722,0.000728338,0.00009858836],"study_design_scores_gemma":[0.01363686,0.002772182,0.05339307,0.006416777,0.004082836,0.0000313817,0.05365313,0.8064571,0.005954346,0.02644576,0.02036104,0.006795513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946124,0.000299841,0.002033596,0.0004515726,0.00009462749,0.0007653977,0.0001289146,0.00007160856,0.001542072],"genre_scores_gemma":[0.9921266,0.00009234668,0.00006097459,0.000003647382,0.00006765218,0.00003273563,0.00002363829,0.00005639807,0.007535965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215881,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014776253059043,"score_gpt":0.2581909582855296,"score_spread":0.1567133329796254,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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