{"id":"W4399252911","doi":"10.3204/pubdb-2025-01208","title":"A simultaneous unbinned differential cross section measurement of twenty-four $Z$+jets kinematic observables with the ATLAS detector","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":7,"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; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; National Science and Technology Council; 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; Agencia Estatal de Investigación; 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; UK Research and Innovation; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; 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; Ministerstwo Edukacji i Nauki; CERN; Leverhulme Trust; European Commission","keywords":"Observable; Physics; Large Hadron Collider; Particle physics; Atlas (anatomy); Monte Carlo method; Event (particle physics); ATLAS experiment; Boson; Detector; Nuclear physics; Quantum chromodynamics; Statistics; Astrophysics; Quantum mechanics; Mathematics","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":[0.0009122199,0.0005349271,0.0004723012,0.001516223,0.0004437209,0.0009530967,0.0006038987,0.0003586149,0.001990489],"category_scores_gemma":[0.001360627,0.00032431,0.0003986406,0.00210488,0.0003576632,0.0004728403,0.00121948,0.000544359,0.0004338798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005539802,"about_ca_system_score_gemma":0.0005586966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999732,"about_ca_topic_score_gemma":0.003887262,"domain_scores_codex":[0.9992495,0.0001224647,0.00003359602,0.0002189351,0.0002910077,0.0000844881],"domain_scores_gemma":[0.9991767,0.0002294257,0.000158963,0.0001986295,0.0001592645,0.00007693209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003302195,0.0009029806,0.5022095,0.0004663037,0.001002505,0.001652057,0.0003834192,0.07142881,0.2373637,0.02187168,0.008110225,0.1513067],"study_design_scores_gemma":[0.0001386645,0.0006602079,0.499936,0.00004391405,0.0002970074,0.001886019,0.0002364341,0.208957,0.2553295,0.01086009,0.02141855,0.0002365223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201306,0.0002727739,0.06217059,0.0001320812,0.0000647904,0.00005351903,0.009027458,0.0014183,0.00672996],"genre_scores_gemma":[0.9615094,0.0001013118,0.02807933,0.00005942098,0.00002040089,0.000039566,0.008971808,0.00009890692,0.001119989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001999732,"threshold_uncertainty_score":0.006658852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928374562566887,"score_gpt":0.2019948189746501,"score_spread":0.1527110733489812,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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