{"id":"W7055775911","doi":"","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":"El Servicio de Difusión de la Creación Intelectual (National University of La Plata)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; 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; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Centre National pour la Recherche Scientifique et Technique; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Israel Science Foundation; Joint Institute for Nuclear Research; Japan Society for the Promotion of Science; 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; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Max-Planck-Gesellschaft; Royal Society; Compute Canada; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; Generalitat de Catalunya; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; Ministerstwo Edukacji i Nauki; CERN; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; European Commission; General Secretariat for Research and Technology; Leverhulme Trust; Türkiye Atom Enerjisi Kurumu","keywords":"Atlas (anatomy); Large Hadron Collider; Monte Carlo method; ATLAS experiment; Scattering; Beam (structure); Detector","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010492,0.0007013321,0.0004897831,0.0006087169,0.0004665362,0.0008524904,0.0006403552,0.0005304473,0.001341802],"category_scores_gemma":[0.002778614,0.0003400831,0.0003905514,0.00122259,0.0003174271,0.0004291447,0.0004663839,0.0005070101,0.0002632574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819878,"about_ca_system_score_gemma":0.0006349903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054654,"about_ca_topic_score_gemma":0.009444556,"domain_scores_codex":[0.9994542,0.0001759518,0.00002407972,0.00009127789,0.0001645557,0.00008994541],"domain_scores_gemma":[0.9978301,0.001529404,0.0001329056,0.0001086267,0.0002766629,0.0001223347],"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":[0.001037857,0.0001174889,0.04241719,0.0001113828,0.000089616,0.0002766969,0.0001515727,0.9336569,0.007433198,0.004409536,0.00150524,0.008793248],"study_design_scores_gemma":[0.00005121635,0.000145567,0.0139921,0.00001311847,0.00003979102,0.0001097909,0.00006357059,0.973385,0.009871019,0.001326135,0.0009705975,0.00003218984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687293,0.0004390449,0.0182228,0.0002118895,0.00003003611,0.00002814628,0.002122794,0.001285637,0.008930418],"genre_scores_gemma":[0.9929309,0.0001007969,0.003936974,0.00004975097,0.000005894598,0.00002196893,0.002022169,0.0001818991,0.0007496168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054654,"threshold_uncertainty_score":0.02097028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233721952214113,"score_gpt":0.2496851486620897,"score_spread":0.2263129534406784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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