{"id":"W4402762666","doi":"10.1103/physrevd.110.052009","title":"Search for pair-produced vectorlike quarks coupling to light quarks in the lepton plus jets final state using 13 TeV pp collisions with the ATLAS detector","year":2024,"lang":"en","type":"article","venue":"Physical review. D/Physical review. 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European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; U.S. Department of Energy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Physics; Particle physics; Lepton; Quark; Hadron; Muon; Nuclear physics; Electron","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005097893,0.0006554942,0.0005400255,0.001292387,0.0007474828,0.001327452,0.0006155464,0.0007313347,0.006415281],"category_scores_gemma":[0.0002989042,0.0004092094,0.0007669331,0.002166428,0.000119752,0.0003400839,0.0004940465,0.0002701449,0.001120089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006439433,"about_ca_system_score_gemma":0.0006955973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004639243,"about_ca_topic_score_gemma":0.01046043,"domain_scores_codex":[0.9996501,0.00005416912,0.00001859654,0.0001018194,0.00007807602,0.00009724393],"domain_scores_gemma":[0.9997486,0.00007788663,0.00006472281,0.00002086226,0.00003091696,0.00005701161],"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":[0.008528353,0.001111038,0.309889,0.0006329084,0.001280519,0.01084451,0.0009661641,0.0113943,0.5768017,0.01927642,0.012571,0.04670402],"study_design_scores_gemma":[0.001356745,0.002832419,0.2748494,0.00008428497,0.001498344,0.005742709,0.001241324,0.09241597,0.5942072,0.006153414,0.01937194,0.0002462605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973753,0.0002975475,0.009099841,0.0001381214,0.00001598391,0.00008073333,0.003788548,0.0005827448,0.01224332],"genre_scores_gemma":[0.9831124,0.00013082,0.006617876,0.00007616089,0.000008533346,0.00002889253,0.005252925,0.00008231423,0.00469009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006415281,"threshold_uncertainty_score":0.02146125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688348778884043,"score_gpt":0.3508828975107823,"score_spread":0.3239994097219419,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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