{"id":"W4379806393","doi":"10.48350/191816","title":"Measurements of multijet event isotropies using optimal transport with the ATLAS detector","year":2024,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social 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; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Israel Science Foundation; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; 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; Compute Canada; Max-Planck-Gesellschaft; Royal Society; Danmarks Grundforskningsfond; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Leverhulme Trust; Ministerio de Ciencia e Innovación; European Commission","keywords":"Physics; Large Hadron Collider; Particle physics; Isotropy; Monte Carlo method; Atlas (anatomy); Event (particle physics); Hadron; Detector; Scalar (mathematics); Nuclear physics; Event reconstruction; Geometry; Optics; Astrophysics; Statistics","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":[0.0009259317,0.0003373335,0.0003945792,0.001132128,0.0003532269,0.0008980772,0.0004949263,0.0003129423,0.0008718167],"category_scores_gemma":[0.002247016,0.0003192033,0.0004378794,0.001433927,0.0005829397,0.0008264852,0.0009860614,0.0003825464,0.00015681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008330002,"about_ca_system_score_gemma":0.0003401804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294259,"about_ca_topic_score_gemma":0.00163358,"domain_scores_codex":[0.9992325,0.0001453837,0.00004673585,0.0001930125,0.0002873975,0.00009497016],"domain_scores_gemma":[0.9984554,0.000483721,0.0004688374,0.0003345023,0.0001519018,0.0001056379],"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":[0.006295703,0.0005044566,0.3318482,0.0002099476,0.0005900969,0.001474378,0.001059043,0.1459662,0.4106211,0.02399114,0.0008333463,0.07660639],"study_design_scores_gemma":[0.000139793,0.000912804,0.4049598,0.00001749458,0.0001303725,0.001864251,0.0003031182,0.2966934,0.2836961,0.007825799,0.003240738,0.0002163375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980977,0.00005302652,0.01692547,0.00001522617,0.000003758457,0.00001007919,0.000393261,0.0001189575,0.001503276],"genre_scores_gemma":[0.9936246,0.00002332827,0.005476148,0.000004087542,0.000002462835,0.000007150828,0.0006385275,0.00003840149,0.000185308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001294259,"threshold_uncertainty_score":0.006043911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170852898022264,"score_gpt":0.247153552710194,"score_spread":0.2300682629079676,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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