← Back to cohort
Measurements of electroweak W±Z boson pair production in association with two jets in pp collisions at √s = 13 TeV with the ATLAS detector
Bibliographic record
VenueWhite Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2024
Typearticle
Languageen
FieldMedicine
TopicGestational Trophoblastic Disease 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, IrvineCollege of Engineering, Michigan State UniversityInstitut 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 Chinese Academy of SciencesUniversity of Science and Technology of ChinaUniversidade do MinhoJulius-Maximilians-Universität WürzburgGaziantep ÜniversitesiNanjing UniversityUniverza v LjubljaniUniversity of South AfricaUniversity of the PhilippinesState Key Laboratory of Particle Detection and ElectronicsUniversidade Federal de Juiz de ForaUniversitatea din BucureștiUniversidad de TarapacáUniversity of Cape TownUniversidade do Estado do Rio de JaneiroHigh Energy Accelerator Research OrganizationUniversité Cadi AyyadUniversity of TsukubaNuclear PhysicsAristotle University of ThessalonikiUniversidad de GranadaTechnion-Israel Institute of TechnologyUnited Arab Emirates UniversityPontificia Universidad Católica de ChileUniversità di BolognaInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaUniversidade de CoimbraUniversidade de São PauloRoyal Holloway, University of LondonUniversidade Federal do Rio de JaneiroUniversitetet i OsloNational 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-GesellschaftKnut och Alice Wallenbergs StiftelseGeorg-August-Universität GöttingenLunds UniversitetSun Yat-sen UniversityTsinghua UniversityChinese Academy of SciencesLudwig-Maximilians-Universität MünchenRadboud UniversiteitVetenskapsrådetDanmarks GrundforskningsfondAbdus Salam International Centre for Theoretical PhysicsUniversité de FribourgUniversiteit van AmsterdamUniversität HeidelbergAlbert-Ludwigs-Universität FreiburgUniversity College LondonUniversité de GenèveUniversity of TorontoUniversità degli Studi di Napoli Federico IIUniversity of AlbertaUniverzita Komenského v BratislaveSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungUniversity of GlasgowYork UniversityUniversity of Illinois at Urbana-ChampaignLouisiana Tech UniversityUniversité Paris-SaclayUniverzita Palackého v OlomouciUniversity of JohannesburgConselho Nacional de Desenvolvimento Científico e TecnológicoSouthern Methodist UniversityUniversität SiegenUniversità di PisaTechnische Universität DresdenUniversidad Autónoma de MadridMinisterstvo 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'Ankara UniversitesiIsrael Science FoundationNew York University Abu DhabiInstituto Superior TécnicoBrandeis UniversityBundesministerium für Bildung und ForschungUniversity of OregonNational Natural Science Foundation of ChinaAix-Marseille UniversitéOhio State UniversityČeské Vysoké Učení Technické v PrazeSorbonne UniversitéKungliga Tekniska HögskolanUniversity of BernUniversity of PittsburghIowa State UniversityHarvard UniversityQueen Mary University of LondonFundação de Amparo à Pesquisa do Estado de São PauloLeverhulme TrustLawrence Berkeley National LaboratoryAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftSlovenská Akadémia ViedUniversità degli Studi di TrentoUniversidad Nacional de La PlataMichigan State UniversityUniversità della CalabriaU.S. Department of EnergyShandong UniversityTel Aviv UniversityUniversidad Técnica Federico Santa MaríaUniversity of SussexUniversité Savoie Mont BlancUniverzita Karlova v PrazeMcGill UniversityUniversitatea Transilvania din BrasovUniversity of WashingtonUniversidad Nacional de ColombiaOklahoma State UniversityNational Science FoundationStony Brook UniversityInstitut "Jožef Stefan"Universitetet i BergenUniversity of Texas at ArlingtonAustrian Science FundUniversity of PennsylvaniaUniversité Mohammed VI PolytechniqueStockholms UniversitetAcademia Sinica
KeywordsElectroweak interactionLeptonPair productionGauge bosonAtlas (anatomy)MuonLarge Hadron ColliderProduction (economics)Boson
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.142
Threshold uncertainty score0.998
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 | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 head0.269
Teacher spread0.231 · 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 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 abstractno