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Search for resonant and non-resonant Higgs boson pair production in the bb¯ τ<sup>+</sup>τ<sup>−</sup> decay channel using 13 TeV pp collision data from the ATLAS detector
Bibliographic record
VenueRepositóriUM (Universidade do Minho) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsnot available
FundersSLAC National Accelerator LaboratoryHigh Energy PhysicsJapan Society for the Promotion of ScienceScience and Technology Facilities CouncilNatural Sciences and Engineering Research Council of CanadaUniversity of California, IrvineCollege of Engineering, Michigan State UniversityUniversidade Federal de São João del-ReiAgencia Nacional de Investigación y DesarrolloShanghai Key Laboratory for Particle Physics and CosmologyUniversität InnsbruckPontificia Universidad Católica de ChileUniversity of Science and Technology of ChinaUniversidade do MinhoJulius-Maximilians-Universität WürzburgRoyal Holloway, University of LondonUniversitetet i OsloUniversidade Federal do Rio de JaneiroCentre National pour la Recherche Scientifique et TechniqueUniverza v LjubljaniState Key Laboratory of Particle Detection and ElectronicsUniversidade Federal de Juiz de ForaUniversity of WarwickUniversidad de TarapacáConselho Nacional de Desenvolvimento Científico e TecnológicoUniverzita Palackého v OlomouciUniversité Paris-SaclayUniversity of TsukubaAristotle University of ThessalonikiUniversity of TorontoUniversité de GenèveTechnion-Israel Institute of TechnologyUnited Arab Emirates UniversityUniversiteit van AmsterdamUniversité de FribourgUniversidade de CoimbraScottish Universities Physics AllianceNational Tsing Hua UniversityUniverzita Karlova v PrazeMcGill UniversityMinisterio de Ciencia e InnovaciónUniversità degli Studi di PaviaMinisterstvo Školství, Mládeže a TělovýchovyUniversità di PisaUniversidad Autónoma de MadridCERNShanghai Jiao Tong UniversityMinistry of Education, IndiaStony Brook UniversityInstitut "Jožef Stefan"Waseda UniversityTRIUMFJavna Agencija za Raziskovalno Dejavnost RSSimon Fraser UniversityConsejo Nacional de Investigaciones Científicas y TécnicasSapienza Università di RomaCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftGeorg-August-Universität GöttingenLunds UniversitetNederlandse Organisatie voor Wetenschappelijk OnderzoekAcademia SinicaFundação de Amparo à Pesquisa do Estado de São PauloUniversität HeidelbergUniversity of SussexDanmarks GrundforskningsfondAlbert-Ludwigs-Universität FreiburgUniversity College LondonUniversity of GlasgowSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungYork UniversityAbdus Salam International Centre for Theoretical PhysicsDivision of PhysicsTürkiye Enerji, Nükleer ve Maden Araştırma KurumuUniversity of Illinois at Urbana-ChampaignLouisiana Tech UniversityUniversität SiegenUniversité Grenoble AlpesDepartment of Physics and Astronomy, University College LondonIsrael Science FoundationNew York University Abu DhabiInstituto Superior TécnicoBundesministerium für Bildung und ForschungMinistry of Education, Culture, Sports, Science and TechnologyUniversity of OregonNational Natural Science Foundation of ChinaAix-Marseille UniversitéOhio State UniversityČeské Vysoké Učení Technické v PrazeUniversidad de GranadaSorbonne UniversitéKungliga Tekniska HögskolanUniversity of PittsburghIowa State UniversityUniversità degli Studi di TrentoUniversidad Nacional de La PlataMichigan State UniversityU.S. Department of EnergyShandong UniversityTel Aviv UniversityUniversity of OxfordAgencia Nacional de Promoción Científica y TecnológicaJustus Liebig Universität GießenUniversidad Técnica Federico Santa MaríaWeizmann Institute of ScienceUniversity of OklahomaHarvard UniversityQueen Mary University of LondonInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaNorthern Illinois UniversityUniversity of WashingtonUniversità degli Studi di Napoli Federico IILudwig-Maximilians-Universität MünchenFundação para a Ciência e a TecnologiaRadboud UniversiteitOklahoma State UniversityAustrian Science FundUniversity of Pennsylvania
KeywordsHiggs bosonLarge Hadron ColliderBosonScalar bosonAtlas (anatomy)Standard Model (mathematical formulation)Scalar (mathematics)Luminosity
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.473
Threshold uncertainty score0.835
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 head0.038
GPT teacher head0.278
Teacher spread0.240 · 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".
Quick stats
Citations0
Published2023
Admission routes1
Has abstractno