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.
affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
VenueJournal of Instrumentation · 2019
Typearticle
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsTRIUMFCarleton UniversitySimon Fraser UniversityUniversity of British ColumbiaYork UniversityUniversity of AlbertaUniversité de MontréalInstitute of Particle PhysicsUniversity of VictoriaMcGill UniversityUniversity of Toronto
FundersH2020 Marie Skłodowska-Curie ActionsNuclear PhysicsFundação para a Ciência e a TecnologiaUniversidade Federal de São João del-ReiShanghai Key Laboratory for Particle Physics and CosmologyJapan Society for the Promotion of ScienceNational Research Center "Kurchatov Institute"State Key Laboratory of Particle Detection and ElectronicsUniversity of Science and Technology of ChinaUniversidade Federal do Rio de JaneiroAkademia Górniczo-Hutnicza im. Stanislawa StaszicaUniversidade Federal de Juiz de ForaHigh Energy Accelerator Research OrganizationInstitut National de Physique Nucléaire et de Physique des ParticulesUniversité de GenèveUniversité de FribourgUniversidade de São PauloNational Tsing Hua UniversityServices Fédéraux des Affaires Scientifiques, Techniques et CulturellesShanghai Jiao Tong UniversityUniversità degli Studi di PaviaMinistry of Education, IndiaJavna Agencija za Raziskovalno Dejavnost RSAgence Nationale de la RechercheSapienza Università di RomaIsrael Science FoundationComisión Nacional de Investigación Científica y TecnológicaTürkiye Atom Enerjisi KurumuJoint Institute for Nuclear ResearchMinisterstwo Edukacji i NaukiConselho Nacional de Desenvolvimento Científico e TecnológicoBundesministerium für Wissenschaft, Forschung und WirtschaftConsejo Nacional de Investigaciones Científicas y TécnicasAustrian Science FundEuropean CommissionLeverhulme TrustFundação de Amparo à Pesquisa do Estado de São PauloUniversità di PisaDanmarks GrundforskningsfondAbdus Salam International Centre for Theoretical PhysicsUniversität HeidelbergScience and Technology Facilities CouncilSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungUniversity of GlasgowNatural Sciences and Engineering Research Council of CanadaMinistry of Education, Culture, Sports, Science and TechnologyBundesministerium für Bildung und ForschungIowa State UniversityNational Natural Science Foundation of ChinaScottish Universities Physics AllianceAlbert-Ludwigs-Universität FreiburgUniversité Grenoble AlpesAgencia Nacional de Promoción Científica y TecnológicaGeorg-August-Universität GöttingenDepartamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)Nederlandse Organisatie voor Wetenschappelijk OnderzoekDeutsche ForschungsgemeinschaftCentres de Recerca de CatalunyaCERNGeneralitat de CatalunyaDepartment of Science and Technology, Ministry of Science and Technology, IndiaUniversità degli Studi di TrentoUniversidad Nacional de La PlataGeneral Secretariat for Research and TechnologyU.S. Department of EnergyShandong UniversityJustus Liebig Universität GießenEuropean Regional Development FundBritish Columbia Knowledge Development FundCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftEuropean Social FundCentre National pour la Recherche Scientifique et TechniqueRoyal SocietyUniversità degli Studi di Napoli Federico IICompute CanadaAlexander von Humboldt-StiftungTRIUMFNational Science FoundationCanarieHarvard University
KeywordsLarge Hadron ColliderPhysicsElectronAtlas (anatomy)DetectorPhotonProtonNuclear physicsCalibrationAtomic physicsParticle physicsOptics
Abstract
fetched live from OpenAlex: This paper describes the reconstruction of electrons and photons with the ATLAS detector, employed for measurements and searches exploiting the complete LHC Run 2 dataset. An improved energy clustering algorithm is introduced, and its implications for the measurement and identification of prompt electrons and photons are discussed in detail. Corrections and calibrations that affect performance, including energy calibration, identification and isolation efficiencies, and the measurement of the charge of reconstructed electron candidates are determined using up to 81 fb -1 of proton-proton collision data collected at s = 13 TeV between 2015 and 2017.
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.390
Threshold uncertainty score0.184
Codex and Gemma teacher scores by category
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.
Teacher spread0.272 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
