{"id":"W4413385429","doi":"10.1088/1361-6633/adfe17","title":"Search for emerging jets in pp collisions at s = 13.6 TeV with the ATLAS experiment","year":2025,"lang":"en","type":"article","venue":"Reports on Progress in Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":3,"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; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; 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; 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; Particle physics; Hadronization; Nuclear physics; Quark; Large Hadron Collider; Scalar (mathematics); Standard Model (mathematical formulation); Dark matter; ATLAS experiment; Higgs boson; Physics beyond the Standard Model; Top quark; Gauge (firearms)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008109239,0.0005327253,0.0003119126,0.0001209941,0.001137178,0.0004584045,0.0007021193,0.0003428767,0.001179392],"category_scores_gemma":[0.00009075151,0.0006755653,0.0006723089,0.000805642,0.001111423,0.000473471,0.001230904,0.0007268855,0.0001577006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003498083,"about_ca_system_score_gemma":0.0005156673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259103,"about_ca_topic_score_gemma":0.00006745538,"domain_scores_codex":[0.9952467,0.0001573518,0.0009720544,0.001093715,0.001186944,0.001343208],"domain_scores_gemma":[0.9971437,0.0005919975,0.0007205342,0.001104418,0.0001128091,0.0003265063],"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":[0.000688846,0.0008246261,0.0004477199,0.0002437662,0.0006982557,0.000273445,0.00224611,0.001243701,0.002477239,0.9736384,0.01135791,0.005860024],"study_design_scores_gemma":[0.001032665,0.0006892388,0.00007544055,0.0007364952,0.0002650963,0.00005542553,0.002745305,0.02444224,0.9626556,0.003823136,0.002781558,0.0006978096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368397,0.0008099842,0.0004402222,0.0007324193,0.0005865861,0.0001277395,0.0000971259,0.00009848666,0.06026772],"genre_scores_gemma":[0.99488,0.0001275742,0.0007257165,0.0002583304,0.0008778082,0.002554814,0.0002622636,0.000209772,0.0001036988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9698152,"threshold_uncertainty_score":0.9997337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721456492066977,"score_gpt":0.2769064631697528,"score_spread":0.259691898249083,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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