{"id":"W4403455792","doi":"10.1016/j.physrep.2024.10.001","title":"Exploration at the high-energy frontier: ATLAS Run 2 searches investigating the exotic jungle beyond the Standard Model","year":2024,"lang":"en","type":"article","venue":"Physics Reports","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Council of Shopping Centers; Irish Rugby Football Union; H2020 Marie Skłodowska-Curie Actions; Agencia Estatal de Investigación; Staatssekretariat für Bildung, Forschung und Innovation; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Australian Research Council; National Research Council Canada; Agencia Nacional de Investigación y Desarrollo; Defence Science Institute; Ministerio de Ciencia e Innovación; Institut National de Physique Nucléaire et de Physique des Particules; Ministry of Science and Technology, Taiwan; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Horizon 2020 Framework Programme; Vetenskapsrådet; Fondo Nacional de Desarrollo Científico y Tecnológico; Knut och Alice Wallenbergs Stiftelse; Brookhaven National Laboratory; European Regional Development Fund; British Columbia Knowledge Development Fund; European Research Council; Göran Gustafssons Stiftelser; Neubauer Family Foundation; Nella and Leon Benoziyo Center for Neurological Diseases, Weizmann Institute of Science; Ministerstwo Edukacji i Nauki; Narodowe Centrum Nauki; Canada Foundation for Innovation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; H2020 European Research Council; Norges Forskningsråd; Fundación BBVA; Ministero dell’Istruzione, dell’Università e della Ricerca; Generalitat Valenciana; Generalitat de Catalunya; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; National Science and Technology Council; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Danmarks Grundforskningsfond; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; Helmholtz-Gemeinschaft; Austrian Science Fund; Javna Agencija za Raziskovalno Dejavnost RS; National Research Foundation; Narodowa Agencja Wymiany Akademickiej; European Cooperation in Science and Technology; Israel Science Foundation; CRC Health Group; CERN; Ministerio de Ciencia, Innovación y Universidades; National Science Foundation; UK Research and Innovation; Minerva Foundation; Institutul de Fizică Atomică; Multiple Sclerosis Scientific Research Foundation; Centre National pour la Recherche Scientifique et Technique; Royal Society; Alexander von Humboldt-Stiftung; TRIUMF; Baden-Württemberg Stiftung; Karlsruhe Institute of Technology; National Natural Science Foundation of China; U.S. Department of Energy; Instituto Nazionale di Fisica Nucleare; Center for Advancing Research Impact in Society; Canarie; North Dakota Game and Fish Department","keywords":"Physics; Atlas (anatomy); Frontier; Jungle; Particle physics; Archaeology; Geography","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":[0.0003159435,0.0002175786,0.0001873082,0.00000796367,0.001002293,0.0002716161,0.0001813589,0.00001797684,0.00003499464],"category_scores_gemma":[0.000008783431,0.0001027928,0.0001619131,0.000237494,0.000578309,0.000284601,0.0003752459,0.0002131084,0.00003366129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007178295,"about_ca_system_score_gemma":0.00006259752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002802823,"about_ca_topic_score_gemma":0.000007617066,"domain_scores_codex":[0.9984904,0.00009499308,0.0002956243,0.0003325903,0.0004505831,0.0003358164],"domain_scores_gemma":[0.9990934,0.0001944835,0.0001067649,0.0004761616,0.00006192258,0.00006724776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009386353,0.00006002564,0.000969207,0.00001161931,0.000250075,0.000008413564,0.004052854,0.01079134,0.01001334,0.9520799,0.009857927,0.01189592],"study_design_scores_gemma":[0.00004956933,0.00001771021,0.00003056464,0.00001936698,0.0000586468,0.000001496186,0.0008461044,0.02945067,0.1649706,0.8036313,0.0008004441,0.0001235217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414238,0.001097895,0.03774935,0.007117971,0.0005435581,0.0003356948,0.00004233695,0.00009791494,0.01159143],"genre_scores_gemma":[0.9980916,0.00001040943,0.0000839675,0.0001188982,0.0006091769,0.0001493212,0.00004515858,0.0000326201,0.0008588271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549573,"threshold_uncertainty_score":0.7708928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737814947688256,"score_gpt":0.2678113294020577,"score_spread":0.2304331799251751,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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