← Back to cohort
Measurement of hadronic event shapes in high- p T multijet final states at s = 13 TeV with the ATLAS detector
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.
Bibliographic record
VenueApollo (University of Cambridge) · 2020
Typearticle
Languageen
FieldComputer Science
TopicEducational Innovations and Technology
Canadian institutionsnot available
FundersSLAC National Accelerator LaboratoryBrookhaven National LaboratoryEuropean Social FundHigh Energy PhysicsDivision of PhysicsRussian Academy of SciencesJapan Society for the Promotion of ScienceScience and Technology Facilities CouncilNatural 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 CasablancaServices Fédéraux des Affaires Scientifiques, Techniques et CulturellesUniversity of Chinese Academy of SciencesPontificia Universidad Católica de ChileUniversity of Science and Technology of ChinaUniversidade do MinhoJulius-Maximilians-Universität WürzburgUniversity of South AfricaBahçeşehir ÜniversitesiGaziantep ÜniversitesiNanjing UniversityNational Academy of Sciences of BelarusState Key Laboratory of Particle Detection and ElectronicsUniversidade Federal de Juiz de ForaUniversidad de TarapacáUniversity of Cape TownHigh Energy Accelerator Research OrganizationUniversité Cadi AyyadUniversity of TsukubaNuclear PhysicsAristotle University of ThessalonikiInstitut de Valorisation des DonnéesUniversidad de GranadaUniverza v LjubljaniCentre National pour la Recherche Scientifique et TechniqueTechnion-Israel Institute of TechnologyTechnische Universität DortmundUniversidade Nova de LisboaInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaUniversidade de CoimbraLudwig-Maximilians-Universität MünchenUniversidade de São PauloRoyal Holloway, University of LondonUniversidade Federal do Rio de JaneiroUniversitetet i OsloTokyo Metropolitan UniversityNational and Kapodistrian University of AthensUniversidade Federal de São João del-ReiUniversitetet i BergenH2020 Marie Skłodowska-Curie ActionsMcGill UniversityUniverzita Karlova v PrazeMinisterio de Ciencia e InnovaciónUniversità degli Studi di PaviaCERNShanghai Jiao Tong UniversityMinistry of Education, IndiaTRIUMFJavna Agencija za Raziskovalno Dejavnost RSSimon Fraser UniversityUniversidad de Buenos AiresCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftDepartment of Physics and Astronomy, University College LondonIsrael Science FoundationNational Research Center "Kurchatov Institute"Université de GenèveUniversity of TorontoGeneral Secretariat for Research and TechnologyGeorg-August-Universität GöttingenLunds UniversitetNational Science FoundationSiberian Branch, Russian Academy of SciencesFundação para a Ciência e a TecnologiaTomsk State UniversityCompute CanadaRadboud UniversiteitDanmarks GrundforskningsfondAbdus Salam International Centre for Theoretical PhysicsConsejo Nacional de Investigaciones Científicas y TécnicasSapienza Università di RomaAgence Nationale de la RechercheUniversité de FribourgTürkiye Atom Enerjisi KurumuUniversiteit van AmsterdamUniversität HeidelbergDeutsche ForschungsgemeinschaftTsinghua UniversityNederlandse Organisatie voor Wetenschappelijk OnderzoekBritish Columbia Knowledge Development FundChinese Academy of SciencesDepartment of Science and Technology, Ministry of Science and Technology, IndiaFundação de Amparo à Pesquisa do Estado de São PauloEuropean CommissionAlbert-Ludwigs-Universität FreiburgUniversity College LondonUniverzita 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 UniversityDepartamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)National Research CentreCanarieUniversität SiegenCentres de Recerca de CatalunyaUniversité Grenoble AlpesInstitutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'Instituto Superior TécnicoBrandeis UniversityBundesministerium für Bildung und ForschungInstitute of High Energy PhysicsMinistry of Education, Culture, Sports, Science and TechnologyUniversity of OregonJoint Institute for Nuclear ResearchNational Natural Science Foundation of ChinaAix-Marseille UniversitéOhio State UniversityČeské Vysoké Učení Technické v PrazeNational Tsing Hua UniversityScottish Universities Physics AllianceSorbonne UniversitéKungliga Tekniska HögskolanUniversity of PittsburghUniversity of BernIowa State UniversityHarvard UniversityQueen Mary University of LondonUniversité de ParisStockholms UniversitetAcademia SinicaUniversidad Técnica Federico Santa MaríaMinisterstwo Edukacji i NaukiAkademia Górniczo-Hutnicza im. Stanislawa StaszicaUniversity of SussexUniversità di PisaUniversidad Autónoma de MadridTechnische Universität DresdenAustrian Science FundUniversity of PennsylvaniaLawrence Berkeley National LaboratoryEuropean Regional Development FundAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftSlovenská Akadémia ViedUniversità della CalabriaU.S. Department of EnergyShandong UniversityUniversità degli Studi di TrentoUniversidad Nacional de La PlataLomonosov Moscow State UniversityMichigan State UniversityUniversity of OxfordAgencia Nacional de Promoción Científica y TecnológicaDeutsches Elektronen-SynchrotronNational Research Nuclear University MEPhIRheinische Friedrich-Wilhelms-Universität BonnJustus Liebig Universität GießenTel Aviv UniversityUniversity of OklahomaUniversitatea Transilvania din BrasovNorthern Illinois UniversityUniversity of WashingtonUniversidad Nacional de ColombiaOklahoma State UniversityUniversità degli Studi di Napoli Federico IIStony Brook UniversityInstitut "Jožef Stefan"Alexander von Humboldt-Stiftung
KeywordsMonte Carlo methodHadronEvent generatorLarge Hadron ColliderPartonDetectorEvent (particle physics)Atlas (anatomy)
Abstract
Abstract: A measurement of event-shape variables in proton-proton collisions at large momentum transfer is presented using data collected at s = 13 TeV with the ATLAS detector at the Large Hadron Collider. Six event-shape variables calculated using hadronic jets are studied in inclusive multijet events using data corresponding to an integrated luminosity of 139 fb−1. Measurements are performed in bins of jet multiplicity and in different ranges of the scalar sum of the transverse momenta of the two leading jets, reaching scales beyond 2 TeV. These measurements are compared with predictions from Monte Carlo event generators containing leading-order or next-to-leading order matrix elements matched to parton showers simulated to leading-logarithm accuracy. At low jet multiplicities, shape discrepancies between the measurements and the Monte Carlo predictions are observed. At high jet multiplicities, the shapes are better described but discrepancies in the normalisation are observed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.684
Threshold uncertainty score0.256
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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 head0.022
GPT teacher head0.202
Teacher spread0.180 · 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 itQuick stats
Citations0
Published2020
Admission routes1
Has abstractyes