{"id":"W4406950291","doi":"10.1103/physrevd.111.012012","title":"Combination of searches for singly produced vectorlike top quarks in pp collisions at s=13 TeV with the ATLAS detector","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. 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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; Higgs boson; Particle physics; Combinatorics; Mathematics","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":[0.001690013,0.001733426,0.002098028,0.005262183,0.001045924,0.002806995,0.001135882,0.001237226,0.008623371],"category_scores_gemma":[0.001069463,0.0008369547,0.002469971,0.005050101,0.0002551044,0.0007722327,0.001635439,0.000649744,0.002666503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499299,"about_ca_system_score_gemma":0.0005760086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092074,"about_ca_topic_score_gemma":0.01506697,"domain_scores_codex":[0.996964,0.0006503681,0.0002005845,0.000691533,0.001073304,0.0004201119],"domain_scores_gemma":[0.9981453,0.0005935304,0.0002730286,0.0002809825,0.0004569281,0.0002501387],"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":[0.01769197,0.001355234,0.2913423,0.001744342,0.008602878,0.009195544,0.0007543947,0.01530216,0.397084,0.004708315,0.02791568,0.2243032],"study_design_scores_gemma":[0.001094233,0.004291002,0.3933001,0.000223388,0.007055865,0.01816238,0.001424487,0.08405069,0.4400191,0.005130996,0.04426841,0.0009793192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709447,0.003783918,0.03616757,0.0006423691,0.0003478357,0.0005232429,0.02256056,0.00268869,0.06234108],"genre_scores_gemma":[0.9281214,0.001121725,0.03157517,0.0003012107,0.000186648,0.0001827121,0.01723339,0.0004843942,0.02079333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008623371,"threshold_uncertainty_score":0.02884799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749849342983332,"score_gpt":0.3034294064962084,"score_spread":0.285930913066375,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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