{"id":"W7071136707","doi":"","title":"Search for electroweak production of vector-like leptons in $\\tau$-lepton and $b$-jet final states in $pp$ collisions at $\\sqrt{s}$ = 13 TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Heat Transfer and Numerical Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Natural Sciences and Engineering Research Council of Canada; 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; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; European Regional Development Fund; Centre National de la Recherche Scientifique; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Japan Society for the Promotion of Science; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Grantová Agentura České Republiky; Austrian Science Fund; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Agencia Estatal de Investigación; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; UK Research and Innovation; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; Canarie; Centres de Recerca de Catalunya; CERN","keywords":"Electroweak interaction; Lepton; Atlas detector; Atlas (anatomy); Large Hadron Collider; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001444347,0.0004164827,0.0005505115,0.0005089038,0.0002196115,0.0001008568,0.0004231058,0.0001430494,0.00004682545],"category_scores_gemma":[0.0003253811,0.0003310337,0.00007594046,0.002237462,0.0002266293,0.0007223525,0.0001107617,0.0005708953,0.000006269344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181408,"about_ca_system_score_gemma":0.0002485346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004549693,"about_ca_topic_score_gemma":0.002920544,"domain_scores_codex":[0.9969997,0.000364456,0.0007058851,0.0007498497,0.0003869204,0.0007931382],"domain_scores_gemma":[0.9977964,0.0008083516,0.00006646623,0.000845724,0.0003232071,0.0001598263],"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":[0.002617342,0.00195144,0.240803,0.001963768,0.0006037174,0.000008019138,0.00274314,0.00948523,0.6808807,0.003659992,0.01578537,0.03949836],"study_design_scores_gemma":[0.005503526,0.001067573,0.1843718,0.0003473126,0.0002198423,0.00002175039,0.001043647,0.02865409,0.7304094,0.0001100229,0.04719154,0.001059502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547812,0.0009719745,0.03795645,0.002741145,0.0001278212,0.002826292,0.0003305502,0.000162263,0.0001022989],"genre_scores_gemma":[0.9909657,0.0004463536,0.005537288,0.00004226978,0.00006237637,0.002002142,0.000761074,0.00006686676,0.0001159233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0564312,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237787165160968,"score_gpt":0.277798051261552,"score_spread":0.2554201796099423,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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