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A measurement of the high-mass τ -τ production cross-section at SQUARE ROOTs = 13 TeV with the ATLAS detector and constraints on new particles and couplings
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
FundersH2020 European Research CouncilBrookhaven National LaboratoryEuropean Social FundHigh Energy PhysicsSLAC National Accelerator LaboratoryAgencia Estatal de InvestigaciónJapan Society for the Promotion of ScienceScience and Technology Facilities CouncilNatural Sciences and Engineering Research Council of CanadaHorizon 2020 Framework ProgrammeUniversity of California, IrvineUniversity of Illinois at Urbana-ChampaignStony Brook UniversityInstitut de Física d'Altes EnergiesNational Science and Technology CouncilAgencia Nacional de Investigación y DesarrolloNational Technical University of AthensShanghai Key Laboratory for Particle Physics and CosmologyNarodowa Agencja Wymiany AkademickiejNational University of Science and TechnologyGaziantep ÜniversitesiUniversidade do MinhoUniversity of West AtticaJulius-Maximilians-Universität WürzburgAgencia Nacional de Promoción Científica y TecnológicaRheinische Friedrich-Wilhelms-Universität BonnUniversitatea din BucureștiUniversidad de TarapacáConselho Nacional de Desenvolvimento Científico e TecnológicoUniversité Paris-SaclayUniverzita Palackého v OlomouciNorthern Illinois UniversityForskningsrådet om Hälsa, Arbetsliv och VälfärdAristotle University of ThessalonikiTechnion-Israel Institute of TechnologyUnited Arab Emirates UniversityUniverzita Komenského v BratislaveSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungNorges ForskningsrådCentre National de la Recherche ScientifiqueUniversidad de Buenos AiresTokyo Metropolitan UniversityNational and Kapodistrian University of AthensUniversitetet i OsloH2020 Marie Skłodowska-Curie ActionsUniverzita Karlova v PrazeGeneralitat de CatalunyaMinisterio de Ciencia e InnovaciónArgonne National LaboratoryCERNMinistry of Education, IndiaShanghai Jiao Tong UniversitySimon Fraser UniversityUniversidad de GranadaSorbonne UniversitéKungliga Tekniska HögskolanMinistero dell'Università e della RicercaMax-Planck-GesellschaftEuropean CommissionKnut och Alice Wallenbergs StiftelseFundação para a Ciência e a TecnologiaRadboud UniversiteitUniversiteit van AmsterdamMinisterstvo Školství, Mládeže a TělovýchovyPontificia Universidad Católica de ChileUniversità di BolognaLeverhulme TrustFundação de Amparo à Pesquisa do Estado de São PauloVetenskapsrådetDanmarks GrundforskningsfondAgence Nationale de la RechercheCentre National pour la Recherche Scientifique et TechniqueRoyal SocietyUniversity of TorontoGeneralitat ValencianaIstituto Nazionale di Fisica NucleareUniversity of AlbertaYork UniversityDivision of PhysicsCarl Tryggers Stiftelse för Vetenskaplig ForskningTürkiye Enerji, Nükleer ve Maden Araştırma KurumuCanarieUniversität SiegenDeutsche ForschungsgemeinschaftTsinghua UniversityNederlandse Organisatie voor Wetenschappelijk OnderzoekBritish Columbia Knowledge Development FundChinese Academy of SciencesUniversity of SussexUniversité Savoie Mont BlancCentres de Recerca de CatalunyaZhengzhou UniversityInstitutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'UK Research and InnovationNew York University Abu DhabiUniversity of OregonInstitute of High Energy PhysicsMinistry of Education, Culture, Sports, Science and TechnologyUniversidade de CoimbraUniversitetet i BergenUniversity of Texas at ArlingtonLawrence Berkeley National LaboratoryEuropean Regional Development FundAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftSlovenská Akadémia ViedCHIST-ERAFundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de JaneiroU.S. Department of EnergyShandong UniversityUniversidad Técnica Federico Santa MaríaBaden-Württemberg StiftungUniversity of TsukubaInstituto Superior TécnicoBrandeis UniversityTel Aviv UniversityUniversity of BernUniversity of PittsburghMinisterstwo Edukacji i NaukiNational Science FoundationUniversidad Nacional de ColombiaOklahoma State UniversityTRIUMFUniversity of OklahomaUniversity of WashingtonInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaUniversitatea Transilvania din BrasovMinistry of Science and Technology of the People's Republic of ChinaUniversity of OxfordAlexander von Humboldt-StiftungConsejo Nacional de Investigaciones Científicas y TécnicasAustrian Science FundGrantová Agentura České RepublikyUniversity of PennsylvaniaAnkara UniversitesiNational Natural Science Foundation of ChinaČeské Vysoké Učení Technické v PrazeOhio State UniversityAcademia Sinica
KeywordsSquare (algebra)DetectorProduction (economics)Atlas (anatomy)Atlas detector
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)0.000
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 score0.152
Threshold uncertainty score0.724
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 head0.320
Teacher spread0.286 · 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