← Back to cohort
Search for tt¯ H/ A→ tt¯ tt¯ production in the multilepton final state in proton–proton collisions at √s = 13 TeV with the ATLAS detector
Bibliographic record
VenueRepositóriUM (Universidade do Minho) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
FundersEuropean Social FundNuclear PhysicsBritish Columbia Knowledge Development FundJapan Society for the Promotion of ScienceScience and Technology Facilities CouncilNatural Sciences and Engineering Research Council of CanadaCollege of Engineering, Michigan State UniversityAgencia Nacional de Investigación y DesarrolloSorbonne UniversitéShanghai Key Laboratory for Particle Physics and CosmologyNarodowa Agencja Wymiany AkademickiejAgence Nationale de la RechercheUniversität InnsbruckUniversity of Science and Technology of ChinaUniversidade do MinhoRoyal Holloway, University of LondonUniversitetet i OsloUniversidade Federal do Rio de JaneiroAkademia Górniczo-Hutnicza im. Stanislawa StaszicaCentre National pour la Recherche Scientifique et TechniqueUniverza v LjubljaniUniversidade Federal de Juiz de ForaUniversidad de TarapacáConselho Nacional de Desenvolvimento Científico e TecnológicoUniverzita Palackého v OlomouciUniversité Paris-SaclayHigh Energy Accelerator Research OrganizationUniversité de GenèveUniversidade de CoimbraUniversidade de São PauloScottish Universities Physics AllianceNational Tsing Hua UniversityCERNMinistry of Education, IndiaShanghai Jiao Tong UniversityH2020 Marie Skłodowska-Curie ActionsMcGill UniversityUniverzita Karlova v PrazeGeneralitat de CatalunyaMinisterio de Ciencia e InnovaciónUniversità degli Studi di PaviaJavna Agencija za Raziskovalno Dejavnost RSCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftEuropean Regional Development FundAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftLunds UniversitetGeneralitat ValencianaLudwig-Maximilians-Universität MünchenFundação para a Ciência e a TecnologiaCompute CanadaRadboud UniversiteitEuropean CommissionFundação de Amparo à Pesquisa do Estado de São PauloConsejo Nacional de Investigaciones Científicas y TécnicasSapienza Università di RomaUniversiteit van AmsterdamUniversität HeidelbergUniversidad Autónoma de MadridMinisterstvo Školství, Mládeže a TělovýchovyUniversità di PisaDanmarks GrundforskningsfondUniversity College LondonUniversity of GlasgowSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungYork UniversityAbdus Salam International Centre for Theoretical PhysicsTürkiye Enerji, Nükleer ve Maden Araştırma KurumuLouisiana Tech UniversityCentres de Recerca de CatalunyaUniversité 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 OregonPontificia Universidad Católica de ChileUniversità degli Studi di TrentoUniversidad Nacional de La PlataMichigan State UniversityU.S. Department of EnergyShandong UniversityUniversidade do Estado do Rio de JaneiroIowa State UniversityUniversity of PittsburghUniversity of OxfordAgencia Nacional de Promoción Científica y TecnológicaJustus Liebig Universität GießenUniversidad Técnica Federico Santa MaríaNederlandse Organisatie voor Wetenschappelijk OnderzoekDeutsche ForschungsgemeinschaftHarvard UniversityQueen Mary University of LondonCanarieOhio State UniversityAix-Marseille UniversitéNational Natural Science Foundation of ChinaČeské Vysoké Učení Technické v PrazeUniversity of OklahomaInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaNorthern Illinois UniversityUniversity of WashingtonOklahoma State UniversityNational Science FoundationUniversità degli Studi di Napoli Federico IIInstitut "Jožef Stefan"Universidad de GranadaAlexander von Humboldt-StiftungAustrian Science FundUniversity of Pennsylvania
KeywordsHiggs bosonLeptonBranching fractionBosonPair productionAtlas (anatomy)Top quarkLarge Hadron ColliderScalar bosonStandard Model (mathematical formulation)
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 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 score0.004
Threshold uncertainty score0.014
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| 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 | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 head0.020
GPT teacher head0.265
Teacher spread0.245 · 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
Published2023
Admission routes1
Has abstractno