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Search for non-resonant production of semi-visible jets using Run 2 data in ATLAS
Bibliographic record
VenueUCL Discovery (University College London) · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicLepidoptera: Biology and Taxonomy
Canadian institutionsnot available
FundersBrookhaven National LaboratoryEuropean Social FundHigh Energy PhysicsInstitut National de Physique Nucléaire et de Physique des ParticulesLawrence Berkeley National LaboratoryEuropean Regional Development FundJapan Society for the Promotion of ScienceAgencia Nacional de Promoción Científica y TecnológicaJustus Liebig Universität GießenRheinische Friedrich-Wilhelms-Universität BonnDeutsches Elektronen-SynchrotronInstitut de Física d'Altes EnergiesShanghai Key Laboratory for Particle Physics and CosmologyGeneralitat ValencianaUniversité Hassan II de CasablancaUniversité Cadi AyyadNarodowa Agencja Wymiany AkademickiejUniversity of Chinese Academy of SciencesState Key Laboratory of Particle Detection and ElectronicsAgencia Nacional de Investigación y DesarrolloStockholms UniversitetUniversity of Science and Technology of ChinaGaziantep ÜniversitesiNanjing UniversityRoyal SocietyUniversity of ZululandUniversity of South AfricaUniversity of the PhilippinesSouthern Methodist UniversityConselho Nacional de Desenvolvimento Científico e TecnológicoUniversity of JohannesburgUniversité Paris-SaclayUniversity of Cape TownUniversité de GenèveNational and Kapodistrian University of AthensScottish Universities Physics AllianceNational Tsing Hua UniversityUniversitatea din BucureștiCERNMinistry of Education, IndiaShanghai Jiao Tong UniversityH2020 Marie Skłodowska-Curie ActionsGeneralitat de CatalunyaMinisterio de Ciencia e InnovaciónNational Technical University of AthensUniversità degli Studi di PaviaUniversitatea Transilvania din BrasovTRIUMFJavna Agencija za Raziskovalno Dejavnost RSUniversidad de Buenos AiresCentre National de la Recherche ScientifiqueMax-Planck-GesellschaftIsrael Science FoundationGeorg-August-Universität GöttingenMinisterstvo Školství, Mládeže a TělovýchovyUniversità di PisaTechnische Universität DresdenAustrian Science FundSapienza Università di RomaConsejo Nacional de Investigaciones Científicas y TécnicasUniversité de FribourgSun Yat-sen UniversityDeutsche ForschungsgemeinschaftTsinghua UniversityNederlandse Organisatie voor Wetenschappelijk OnderzoekBritish Columbia Knowledge Development FundChinese Academy of SciencesUniversità di BolognaLeverhulme TrustEuropean CommissionFundação de Amparo à Pesquisa do Estado de São PauloDanmarks GrundforskningsfondAgence Nationale de la RechercheUniversität HeidelbergScience and Technology Facilities CouncilUniverzita Komenského v BratislaveSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungUniversity of GlasgowNatural Sciences and Engineering Research Council of CanadaInstitute of High Energy PhysicsMinistry of Education, Culture, Sports, Science and TechnologyBrandeis UniversityBundesministerium für Bildung und ForschungUniversité Grenoble AlpesNational Natural Science Foundation of ChinaCentre National pour la Recherche Scientifique et TechniqueAlbert-Ludwigs-Universität FreiburgCentres de Recerca de CatalunyaU.S. Department of EnergyUniversità della CalabriaCanarieHarvard UniversityUniversitetet i BergenUniversity of Texas at ArlingtonBundesministerium für Wissenschaft, Forschung und WirtschaftSlovenská Akadémia ViedShandong UniversityUniversity of BernUniversité Mohammed VI PolytechniqueUniversidad Nacional de ColombiaFundação para a Ciência e a TecnologiaCompute CanadaUniversità degli Studi di Napoli Federico IIAlexander von Humboldt-StiftungNational Science FoundationTechnische Universität DortmundAbdus Salam International Centre for Theoretical PhysicsTürkiye Enerji, Nükleer ve Maden Araştırma KurumuInstitutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'
KeywordsAtlas (anatomy)Production (economics)Data processingProduction model
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.024
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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 head0.027
GPT teacher head0.258
Teacher spread0.230 · 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 source (direct Gemma or distilled Codex), 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
Published2024
Admission routes1
Has abstractno