{"id":"W2897472948","doi":"10.1088/1748-0221/13/12/p12006","title":"Comparison between simulated and observed LHC beam backgrounds in the ATLAS experiment at <i>E</i><sub>beam</sub>=4 TeV","year":2018,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of British Columbia; TRIUMF; Carleton University; Simon Fraser University; University of Alberta; Université de Montréal; Institute of Particle Physics; McGill University; University of Victoria; University of Toronto","funders":"H2020 Marie Skłodowska-Curie Actions; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Social Fund; European Regional Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; Israel Science Foundation; Comisión Nacional de Investigación Científica y Tecnológica; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Generalitat de Catalunya; Department of Science and Technology, Ministry of Science and Technology, India; General Secretariat for Research and Technology; National Science Foundation; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Canarie; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond","keywords":"Large Hadron Collider; Atlas (anatomy); Physics; Monte Carlo method; Nuclear physics; Beam (structure); Detector; ATLAS experiment; Atlas detector; Hadron; Scattering; Particle physics; Optics; Statistics","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":[0.0007441194,0.0007380212,0.0004740217,0.0004572292,0.0004228762,0.0007901363,0.0007154861,0.0006508199,0.001356904],"category_scores_gemma":[0.00219595,0.0003202528,0.0004028113,0.001049938,0.0002951203,0.0004084687,0.0004031317,0.0005775121,0.0002945126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474915,"about_ca_system_score_gemma":0.0006194345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008642261,"about_ca_topic_score_gemma":0.007197259,"domain_scores_codex":[0.9997033,0.00009092571,0.00001511123,0.0000494989,0.00008297003,0.00005815655],"domain_scores_gemma":[0.9982457,0.001210276,0.0001413135,0.00007602136,0.0002246352,0.0001019229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008075768,0.00009907686,0.03249862,0.0001168246,0.00007822928,0.0001985997,0.0001154292,0.9514946,0.005660778,0.002818571,0.0009106526,0.005200999],"study_design_scores_gemma":[0.00003943161,0.0001493562,0.009940424,0.00001375118,0.00003950335,0.0001077319,0.00006595471,0.9778519,0.009839213,0.001141641,0.0007805933,0.00003053078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716833,0.0003996431,0.01783321,0.0001480583,0.00002468015,0.00002534857,0.001810955,0.001015882,0.00705901],"genre_scores_gemma":[0.9940258,0.00009766194,0.003639697,0.00003609641,0.000004908057,0.00002402067,0.001488997,0.000140389,0.0005425082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008642261,"threshold_uncertainty_score":0.0171839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007396085149269,"score_gpt":0.3176139390130632,"score_spread":0.2775399781615706,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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