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Differential tt¯ cross-section measurements using boosted top quarks in the all-hadronic final state with 139 fb<sup> −1</sup> of ATLAS data
Bibliographic record
VenueApollo (University of Cambridge) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicHigh-Energy Particle Collisions Research
Canadian institutionsnot available
FundersSLAC National Accelerator LaboratoryAgencia Nacional de Promoción Científica y TecnológicaH2020 Marie Skłodowska-Curie ActionsUniversity of Illinois at Urbana-ChampaignInstitut National de Physique Nucléaire et de Physique des ParticulesStony Brook UniversityAgencia Nacional de Investigación y DesarrolloSorbonne UniversitéPontificia Universidad Católica de ChileUniversidade do MinhoUniversidad de TarapacáUniversité Paris-SaclayUniverzita Palackého v OlomouciUniversity of TsukubaAristotle University of ThessalonikiTechnion-Israel Institute of TechnologyNarodowa Agencja Wymiany AkademickiejUnited Arab Emirates UniversityJapan Society for the Promotion of ScienceUniversidade de CoimbraUniversitetet i OsloMinisterio de Ciencia e InnovaciónJavna Agencija za Raziskovalno Dejavnost RSSimon Fraser UniversityUniversidad de GranadaKungliga Tekniska HögskolanUniversity of California, IrvineNew York University Abu DhabiIsrael Science FoundationUniversity of TorontoGeneralitat ValencianaGeneralitat de CatalunyaAcademia SinicaNatural Sciences and Engineering Research Council of CanadaUniversity of OregonMinistry of Education, Culture, Sports, Science and TechnologyBundesministerium für Bildung und ForschungMinisterstvo Školství, Mládeže a TělovýchovyLeverhulme TrustEuropean CommissionFundação de Amparo à Pesquisa do Estado de São PauloDanmarks GrundforskningsfondInstituto Superior TécnicoDeutsche ForschungsgemeinschaftNederlandse Organisatie voor Wetenschappelijk OnderzoekDivision of PhysicsAgence Nationale de la RechercheUniversidade Federal de São João del-ReiUniversity of SussexEuropean Regional Development FundBritish Columbia Knowledge Development FundCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftEuropean Social FundCentre National pour la Recherche Scientifique et TechniqueRoyal SocietyScience and Technology Facilities CouncilSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungYork UniversityCentres de Recerca de CatalunyaCERNUniversidad Técnica Federico Santa MaríaAkademie Věd České RepublikyBundesministerium für Wissenschaft, Forschung und WirtschaftUniversität SiegenCanarieTel Aviv UniversityUniversity of PittsburghJulius-Maximilians-Universität WürzburgCompute CanadaUniversity of OxfordAlexander von Humboldt-StiftungHigh Energy PhysicsUniversity of OklahomaTRIUMFUniverzita Karlova v PrazeConselho Nacional de Desenvolvimento Científico e TecnológicoOklahoma State UniversityNational Science FoundationUniversidade de LisboaNorthern Illinois UniversityFundação para a Ciência e a TecnologiaUniversity of WashingtonTürkiye Enerji, Nükleer ve Maden Araştırma KurumuAustrian Science FundUniversity of PennsylvaniaČeské Vysoké Učení Technické v PrazeOhio State UniversityNational Natural Science Foundation of ChinaU.S. Department of Energy
KeywordsHadronizationPartonPhase spaceHadronQuarkAtlas (anatomy)DetectorFiducial markerLarge Hadron Collider
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.281
Threshold uncertainty score0.793
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 | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 head0.082
GPT teacher head0.304
Teacher spread0.222 · 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
Published2023
Admission routes1
Has abstractno