{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004991852,0.0005783348,0.0006628695,0.001626646,0.0003737265,0.001406564,0.0005802255,0.0006159745,0.001542967],"category_scores_gemma":[0.000441417,0.0003289328,0.0005554508,0.002148763,0.0001508465,0.0003280325,0.0006944955,0.000259093,0.0006906879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266319,"about_ca_system_score_gemma":0.0004038211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885158,"about_ca_topic_score_gemma":0.004904277,"domain_scores_codex":[0.9995844,0.00005705739,0.00001837692,0.0001385728,0.0001098765,0.00009176628],"domain_scores_gemma":[0.9995608,0.000139988,0.0001315129,0.00003187,0.00004536285,0.00009039454],"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":[0.002968883,0.0006108889,0.8463138,0.000383401,0.0008395952,0.003194541,0.0002848306,0.01103732,0.1023433,0.002819053,0.004801685,0.02440256],"study_design_scores_gemma":[0.0001474291,0.001085366,0.8920427,0.00003269474,0.0004096315,0.002318526,0.0005013817,0.04108847,0.0534635,0.001582253,0.007205232,0.0001227571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932635,0.0002414036,0.001036461,0.00003808539,0.00000501934,0.00001142883,0.004064761,0.0001105251,0.001228976],"genre_scores_gemma":[0.9802104,0.0001796098,0.001592481,0.00003754382,0.00001239444,0.00001688941,0.01690339,0.00002760529,0.001019723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002885158,"threshold_uncertainty_score":0.005736768,"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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