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Search for single production of vector-like quarks decaying into W(ℓν)b in pp collisions at SQUARE ROOTs = 13 TeV with the ATLAS detector
G. Aad, E. Aakvaag, B. Abbott, 3. Abdelhameed, K. Abeling, N. J. Abicht, S. H. Abidi, A. Aboulhorma, H. Abramowicz, H. Abreu, Petr Baroň, Peter Berta, Marek Biroš, Chainika Chauhan, Tomáš Davídek, Martin Divíšek, Zdeněk Doležal, Jana Faltová, Pavol Federič, Matej Haviernik, Nihad Hidic, Yicong Huang, Samuel Jankových, Peter Kodyš, Rupert Leitner, Gabriela Karkošová Martinovicová, Jan Matoušek, Agnieszka Ewa Ogrodnik, Franciszek Jerzy Monique Pauwels, Tadeáš Petrů, Vojtěch Pleskot, Stanislav Poláček, Pavel Řezníček, Martin Rybář, Daniel Scheirich, Martin Spousta, Martin Sýkora, Tomáš Sýkora, Petr Tas, Denys Timoshyn, Sarka Todorova, Pavel Vana
Bibliographic record
VenueCU Research Publications Repository · 2025
Typearticle
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsnot available
FundersSLAC National Accelerator LaboratoryBrookhaven National LaboratoryHigh Energy PhysicsDivision of PhysicsInstitute of High Energy PhysicsNatural Sciences and Engineering Research Council of CanadaUniversity of California, IrvineUniversity of Illinois at Urbana-ChampaignInstitut de Física d'Altes EnergiesAgencia Nacional de Investigación y DesarrolloNational Technical University of AthensShanghai Key Laboratory for Particle Physics and CosmologyUniversité Hassan II de CasablancaTechnische Universität DortmundUniversity of ZululandNational University of Science and TechnologyUniversität InnsbruckUniversity of Science and Technology of ChinaGaziantep ÜniversitesiUniversidade do MinhoUniversity of West AtticaJulius-Maximilians-Universität WürzburgUniversity of South AfricaState Key Laboratory of Particle Detection and ElectronicsUniversidade Federal de Juiz de ForaUniversitatea din BucureștiUniversidad de TarapacáConselho Nacional de Desenvolvimento Científico e TecnológicoSouthern Methodist UniversityUniverzita Palackého v OlomouciUniversity of JohannesburgUniversité Paris-SaclayHigh Energy Accelerator Research OrganizationNuclear PhysicsAristotle University of ThessalonikiUniversity of TorontoUniversité de GenèveTechnion-Israel Institute of TechnologyUnited Arab Emirates UniversityUniversiteit van AmsterdamUniversité de FribourgUniversidade de São PauloUniversidade Federal do Rio de JaneiroUniversitetet i OsloTokyo Metropolitan UniversityNational and Kapodistrian University of AthensScottish Universities Physics AllianceNational Tsing Hua UniversityUniversità degli Studi di PaviaArgonne National LaboratoryCERNMinistry of Education, IndiaShanghai Jiao Tong UniversitySimon Fraser UniversityConsejo Nacional de Investigaciones Científicas y TécnicasSapienza Università di RomaUniversidad de Buenos AiresCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftUniversità degli Studi di TrentoUniversidad Nacional de La PlataGeorg-August-Universität GöttingenAlbert-Ludwigs-Universität FreiburgTsinghua UniversityChinese Academy of SciencesUniversity of PittsburghIowa State UniversityUniversity of BernStockholms UniversitetAcademia SinicaUniversität HeidelbergOhio State UniversityČeské Vysoké Učení Technické v PrazeNational Natural Science Foundation of ChinaUniversità di BolognaFundação de Amparo à Pesquisa do Estado de São PauloDanmarks GrundforskningsfondAbdus Salam International Centre for Theoretical PhysicsUniversità degli Studi di Napoli Federico IIUniversity of AlbertaUniversity of GlasgowYork UniversityUniversität SiegenUniversity of SussexUniversité Savoie Mont BlancUniversità di PisaTechnische Universität DresdenMinisterstvo Školství, Mládeže a TělovýchovyUniversité Grenoble AlpesZhengzhou UniversityNorthern Illinois UniversityUniversité de ToulouseAgencia Nacional de Promoción Científica y TecnológicaDeutsches Elektronen-SynchrotronRheinische Friedrich-Wilhelms-Universität BonnJustus Liebig Universität GießenUniversity of OxfordUniversity of OklahomaTRIUMFInstitutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'New York University Abu DhabiUniversity of OregonKhalifa University of Science, Technology and ResearchUniversity of Cape TownStony Brook UniversityInstitut "Jožef Stefan"Università della CalabriaHarvard UniversityUniversidade de CoimbraUniversitetet i BergenUniversity of Texas at ArlingtonUniversidad de GranadaSorbonne UniversitéKungliga Tekniska HögskolanLawrence Berkeley National LaboratoryAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftSlovenská Akadémia ViedShandong UniversityUniversidade do Estado do Rio de JaneiroTel Aviv UniversityUniversité Mohammed VI PolytechniqueUniversidad Técnica Federico Santa MaríaUniversité Cadi AyyadUniversity of TsukubaInstituto Superior TécnicoBrandeis UniversityInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaUniversitatea Transilvania din BrasovUniversity of WashingtonAnkara UniversitesiUniverzita Komenského v BratislaveUniverzita Karlova v PrazeRadboud UniversiteitUniversidad Nacional de ColombiaOklahoma State UniversityAustrian Science FundUniversity of Pennsylvania
KeywordsProduction (economics)Square (algebra)QuarkLarge Hadron ColliderAtlas detectorAtlas (anatomy)
DOInot available
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.221
Threshold uncertainty score0.816
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.034
GPT teacher head0.347
Teacher spread0.313 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
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Citations0
Published2025
Admission routes1
Has abstractno