{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010148,0.0001754431,0.0003520327,0.00003407777,0.0001848095,0.00002298829,0.0002206991,0.00003364684,0.0000272407],"category_scores_gemma":[0.000005880091,0.0001056144,0.0001768366,0.0002226537,0.0001205661,0.0002282957,0.0001219337,0.0001338126,0.0000011137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007258235,"about_ca_system_score_gemma":0.00004651302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000166035,"about_ca_topic_score_gemma":0.000001277576,"domain_scores_codex":[0.9989554,0.00004120993,0.0004035981,0.0001163938,0.0002086772,0.0002747615],"domain_scores_gemma":[0.9991165,0.00009221443,0.0003723408,0.000158075,0.0002017505,0.00005910706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004291525,0.0007756508,0.0921027,0.000101534,0.0002990808,0.000001037373,0.0007216404,0.001278106,0.4945267,0.4011335,0.0001530735,0.008477857],"study_design_scores_gemma":[0.0004516477,0.0001975131,0.0003627889,0.00006837565,0.00002250334,0.000001139172,0.0001144781,0.001935728,0.8825359,0.113888,0.0003098671,0.0001120893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921259,0.0000536677,0.007043396,0.00009423227,0.0000645556,0.0004629873,0.00002390421,0.000005429049,0.0001258754],"genre_scores_gemma":[0.9975259,0.00001558458,0.001771013,0.00001043632,0.0004383826,0.0002056087,0.00000363861,0.00001924909,0.00001019131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880093,"threshold_uncertainty_score":0.430683,"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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