{"id":"W2111914691","doi":"10.1007/jhep09(2013)076","title":"Performance of jet substructure techniques for large-R jets in proton-proton collisions at $ \\sqrt{s}=7 $ TeV using the ATLAS detector","year":2013,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; Carleton University; York University; University of British Columbia; University of Alberta; University of Victoria; Université de Montréal; Institute of Particle Physics; University of Regina; Simon Fraser University; McGill University; University of Toronto","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; H. Lundbeck A/S; State Atomic Energy Corporation ROSATOM; Centre National pour la Recherche Scientifique et Technique; Georgian National Science Foundation; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Joint Institute for Nuclear Research; Lundbeckfonden; Leverhulme Trust; General Secretariat for Research and Technology; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Austrian Science Fund; Bundesministerium für Bildung und Forschung; National Science Council; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; Bundesministerium für Wissenschaft und Forschung; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerstwo Edukacji i Nauki; CERN; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; Ministerio de Ciencia e Innovación; European Commission; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; TRIUMF; Alexander von Humboldt-Stiftung; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; National Science Foundation; Türkiye Atom Enerjisi Kurumu","keywords":"Physics; Particle physics; Large Hadron Collider; Atlas (anatomy); Substructure; Nuclear physics; ATLAS experiment; Jet (fluid); Hadron; Invariant mass; Luminosity; Astrophysics; Galaxy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003038026,0.0006917123,0.0006772791,0.001752518,0.0006056591,0.001939118,0.0009019038,0.0005932378,0.001047712],"category_scores_gemma":[0.005273329,0.0002500964,0.0007971583,0.001420421,0.000339278,0.0009139364,0.0009778314,0.0004675094,0.0003158603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191908,"about_ca_system_score_gemma":0.0006095661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003791544,"about_ca_topic_score_gemma":0.004582798,"domain_scores_codex":[0.9989918,0.0002290021,0.000107004,0.0002271431,0.0003263952,0.0001185802],"domain_scores_gemma":[0.9962185,0.002555862,0.0003872699,0.0003554127,0.0003221449,0.0001607909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0140594,0.001160711,0.3226756,0.0005992758,0.001759571,0.0009189968,0.0004642254,0.1737901,0.1171467,0.003725426,0.003612149,0.3600878],"study_design_scores_gemma":[0.0003938524,0.001510691,0.1732085,0.00003527904,0.0003207831,0.0006937388,0.0002903168,0.7111925,0.1083415,0.002027169,0.001824075,0.0001615561],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727862,0.0006009355,0.02227433,0.0000692074,0.00003222027,0.00005429909,0.000945553,0.001711179,0.001526007],"genre_scores_gemma":[0.9537519,0.0001755027,0.04129761,0.00005887112,0.0000359535,0.00002834089,0.003541712,0.0002435711,0.0008666051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003791544,"threshold_uncertainty_score":0.01606679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183654031320306,"score_gpt":0.2593487577175874,"score_spread":0.2475122174043843,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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