{"id":"W7133467910","doi":"","title":"Search for emerging jets in pp collisions at SQUARE ROOT𝑠 = 13.6 TeV with the ATLAS experiment","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":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; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; 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; 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; U.S. Department of Energy; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; 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":"Square (algebra); Atlas (anatomy); Scaling; Large Hadron Collider; Field (mathematics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004585828,0.0001199101,0.0001404523,0.0001476699,0.001597516,0.0001732738,0.0003843587,0.00002522788,0.00003625679],"category_scores_gemma":[0.00002689619,0.00008075382,0.0000707142,0.00114336,0.0004884073,0.0001342866,0.0004275085,0.0002371851,0.00002535945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826976,"about_ca_system_score_gemma":0.0002475974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005124016,"about_ca_topic_score_gemma":0.00001259548,"domain_scores_codex":[0.9983708,0.000181654,0.0002075,0.0003485523,0.000376717,0.0005147371],"domain_scores_gemma":[0.9984507,0.0005432501,0.00002894373,0.0004923439,0.0003787942,0.0001059809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001319923,0.0008333281,0.1343853,0.00002519767,0.0001523048,8.228733e-7,0.002187271,0.0002729113,0.09006787,0.7429963,0.02709449,0.001852229],"study_design_scores_gemma":[0.0008038984,0.0001166674,0.007042054,0.00007112364,0.00001127557,5.226116e-7,0.009902595,0.002156859,0.9260429,0.004769345,0.04889863,0.0001841773],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097518,0.0006424797,0.00140997,0.01327711,0.00004299344,0.001148572,0.00001835515,0.00003916717,0.07366958],"genre_scores_gemma":[0.9905678,0.000005857439,0.00009498225,0.00001186683,0.000134058,0.003193751,0.00002564879,0.00001306865,0.00595294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.835975,"threshold_uncertainty_score":0.9997023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178277171097386,"score_gpt":0.3830805550063293,"score_spread":0.3412977832953554,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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