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Search for supersymmetry in final states with missing transverse momentum and charm-tagged jets using 139 fb-1 of proton-proton collisions at SQUARE ROOTs = 13 TeV with the ATLAS detector
G. Aad, E. Aakvaag, B. Abbott, K. Abeling, N. J. Abicht, S. H. Abidi, A. Aboulhorma, H. Abramowicz, H. Abreu, Y. Abulaiti, Peter Berta, Marek Biroš, Chainika Chauhan, Tomáš Davídek, Martin Divíšek, Jiří Dolejší, Zdeněk Doležal, Jana Faltová, Pavol Federič, Nihad Hidic, Yicong Huang, Peter Kodyš, Martin Krivoš, Rupert Leitner, Gabriela Karkošová Martinovicová, Jan Matoušek, Agnieszka Ewa Ogrodnik, Franciszek Jerzy Monique Pauwels, Tadeáš Petrů, Vojtěch Pleskot, Stanislav Poláček, Pavel Řezníček, Martin Rybář, Daniel Scheirich, Martin Spousta, Martin Sýkora, Tomáš Sýkora, Petr Tas, Denys Timoshyn, Sarka Todorova, Pavel Vana, Vít Vorobel, Petr Baroň
Bibliographic record
VenueCU Research Publications Repository · 2025
Typearticle
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsnot available
FundersSLAC National Accelerator LaboratoryBrookhaven National LaboratoryHigh Energy PhysicsDivision of PhysicsInstitute of High Energy PhysicsUniversity of California, IrvineCollege of Engineering, Michigan State UniversityInstitut de Física d'Altes EnergiesNational 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 BucureștiUniversity of Cape TownUniversità della CalabriaUniversité Paris-SaclaySouthern Methodist UniversityUniverzita Palackého v OlomouciUniversity of JohannesburgNuclear PhysicsAristotle University of ThessalonikiUniversity of TorontoUniversité de GenèveTechnion-Israel Institute of TechnologyUnited Arab Emirates UniversityPontificia Universidad Católica de ChileUniversità di BolognaUniversidade de São PauloRoyal Holloway, University of LondonUniversidade Federal do Rio de JaneiroUniversitetet i OsloNational and Kapodistrian University of AthensScottish Universities Physics AllianceNational Tsing Hua UniversityUniversidad de Buenos AiresCentre National de la Recherche ScientifiqueUniversità degli Studi di PaviaUniversità di PisaTechnische Universität DresdenUniversidad Autónoma de MadridArgonne National LaboratoryCERNShanghai Jiao Tong UniversityMinistry of Education, IndiaHigh Energy Accelerator Research OrganizationStony Brook UniversityInstitut "Jožef Stefan"Waseda UniversitySimon Fraser UniversityConsejo Nacional de Investigaciones Científicas y TécnicasSapienza Università di RomaGeorg-August-Universität GöttingenLunds UniversitetUniversiteit van AmsterdamUniversité de FribourgSun Yat-sen UniversityTsinghua UniversityChinese Academy of SciencesLudwig-Maximilians-Universität MünchenRadboud UniversiteitAbdus Salam International Centre for Theoretical PhysicsUniversität HeidelbergAlbert-Ludwigs-Universität FreiburgUniversity College LondonUniversità degli Studi di Napoli Federico IIUniversity of AlbertaUniversity of GlasgowYork UniversityUniversity of Illinois at Urbana-ChampaignLouisiana Tech UniversityUniversität SiegenUniversité Grenoble AlpesZhengzhou UniversityNorthern Illinois UniversityUniversité de ToulouseDeutsches Elektronen-SynchrotronRheinische Friedrich-Wilhelms-Universität BonnJustus Liebig Universität GießenUniversity of OxfordUniversidad de TarapacáUniversity of WarwickUniversity of OklahomaTRIUMFInstitutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'New York University Abu DhabiUniversity of OregonAix-Marseille UniversitéOhio State UniversityČeské Vysoké Učení Technické v PrazeUniversidad de GranadaSorbonne UniversitéKungliga Tekniska HögskolanUniversity of BernUniversity of PittsburghIowa State UniversityLawrence Berkeley National LaboratoryAkademie Věd České RepublikySlovenská Akadémia ViedUniversità degli Studi di TrentoUniversidad Nacional de La PlataMichigan State UniversityShandong UniversityUniversidade do Estado do Rio de JaneiroTel Aviv UniversityUniversité Mohammed VI PolytechniqueStockholms UniversitetAcademia SinicaUniversidad Técnica Federico Santa MaríaUniversity of SussexUniversité Savoie Mont BlancUniverzita Karlova v PrazeMcGill UniversityUniversité Cadi AyyadUniversity of TsukubaInstituto Superior TécnicoBrandeis UniversityAnkara UniversitesiUniverzita Komenského v BratislaveHarvard UniversityQueen Mary University of LondonUniversity of WashingtonInstitut National de Physique Nucléaire et de Physique des ParticulesUniversidade de LisboaUniversitatea Transilvania din BrasovUniversidade de CoimbraUniversitetet i BergenUniversity of Texas at ArlingtonUniversidad Nacional de ColombiaOklahoma State UniversityUniversity of Pennsylvania
KeywordsLarge Hadron ColliderSupersymmetryAtlas (anatomy)Atlas detectorDetectorSquare (algebra)
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)0.000
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.486
Threshold uncertainty score0.748
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 | 0.001 | 0.001 |
| 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 head0.051
GPT teacher head0.362
Teacher spread0.311 · 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".
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Citations0
Published2025
Admission routes1
Has abstractno