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Search for a new scalar decaying into new spin-1 bosons in four-lepton final states with the ATLAS detector
Bibliographic record
VenueCERN Document Server (European Organization for Nuclear Research) · 2024
Typeother
Languageen
FieldEarth and Planetary Sciences
TopicGeological and Geochemical Analysis
Canadian institutionsnot available
FundersCHIST-ERAEuropean Social FundNuclear PhysicsInstitut National de Physique Nucléaire et de Physique des ParticulesEuropean Regional Development FundBritish Columbia Knowledge Development FundFundação para a Ciência e a TecnologiaJapan Society for the Promotion of ScienceNarodowa Agencja Wymiany AkademickiejUniversidade Federal de Juiz de ForaState Key Laboratory of Particle Detection and ElectronicsAgencia Nacional de Investigación y DesarrolloStockholms UniversitetAgence Nationale de la RechercheUniversität InnsbruckUniversity of Science and Technology of ChinaRoyal Holloway, University of LondonUniversidade Federal do Rio de JaneiroCentre National pour la Recherche Scientifique et TechniqueUniverza v LjubljaniConselho Nacional de Desenvolvimento Científico e TecnológicoSouthern Methodist UniversityUniversité Paris-SaclayUniversidade do Estado do Rio de JaneiroHigh Energy Accelerator Research OrganizationUniversité de GenèveUniversité de FribourgLudwig-Maximilians-Universität MünchenH2020 European Research CouncilUniversidade de São PauloAgencia Nacional de Promoción Científica y TecnológicaJustus Liebig Universität GießenDeutsches Elektronen-SynchrotronBanco Bilbao Vizcaya ArgentariaScottish Universities Physics AllianceNational Tsing Hua UniversityCERNMinistry of Education, IndiaShanghai Jiao Tong UniversityH2020 Marie Skłodowska-Curie ActionsMcGill UniversityGeneralitat de CatalunyaMinisterio de Ciencia e InnovaciónUniversità degli Studi di PaviaHorizon 2020 Framework ProgrammeDanmarks GrundforskningsfondVetenskapsrådetTRIUMFJavna Agencija za Raziskovalno Dejavnost RSCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftCollege of Engineering, Michigan State UniversityShanghai Key Laboratory for Particle Physics and CosmologyEuropean CommissionKnut och Alice Wallenbergs StiftelseDepartment of Physics and Astronomy, University College LondonIsrael Science FoundationBundesministerium für Wissenschaft, Forschung und WirtschaftGeorg-August-Universität GöttingenAustrian Science FundMinisterstvo Školství, Mládeže a TělovýchovyUniversidad Autónoma de MadridUniversità di PisaTechnische Universität DresdenSapienza Università di RomaConsejo Nacional de Investigaciones Científicas y TécnicasGeneralitat ValencianaLeverhulme TrustFundação de Amparo à Pesquisa do Estado de São PauloUniversität HeidelbergScience and Technology Facilities CouncilNorges ForskningsrådSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungUniversity of GlasgowAlbert-Ludwigs-Universität FreiburgUniversity College LondonRoyal SocietyTechnische Universität DortmundAbdus Salam International Centre for Theoretical PhysicsFundación BBVATürkiye Enerji, Nükleer ve Maden Araştırma KurumuDeutsche ForschungsgemeinschaftNederlandse Organisatie voor Wetenschappelijk OnderzoekNatural Sciences and Engineering Research Council of CanadaBundesministerium für Bildung und ForschungMinistry of Education, Culture, Sports, Science and TechnologyU.S. Department of EnergyUniversità della CalabriaCanarieQueen Mary University of LondonHarvard UniversityInstitut "Jožef Stefan"National Science FoundationUniversità degli Studi di Napoli Federico IIIstituto Nazionale di Fisica NucleareUK Research and InnovationNational Science and Technology CouncilUniversité Grenoble AlpesLouisiana Tech UniversityCentres de Recerca de CatalunyaUniversità degli Studi di TrentoUniversidad Nacional de La PlataHORIZON EUROPE Marie Sklodowska-Curie ActionsBaden-Württemberg StiftungMichigan State UniversityShandong UniversityAlexander von Humboldt-StiftungLunds UniversitetAix-Marseille UniversitéNational Natural Science Foundation of ChinaIowa State University
KeywordsHiggs bosonBosonLarge Hadron ColliderScalar bosonLeptonBranching fractionAtlas (anatomy)ATLAS experimentAtlas detector
DOInot available
Abstract
OpenAlex records an abstract for this work, but it could not be fetched just now.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.011
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 head0.029
GPT teacher head0.253
Teacher spread0.224 · 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 source (direct Gemma or distilled Codex), not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2024
Admission routes1
Has abstractyes