Volume I. Introduction to DUNE
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Bench or experimentalConsensus signal: Bench or experimental
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.446
- Threshold uncertainty score
- 0.516
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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 | 0.000 |
| 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)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.274 · 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 it
Abstract
A.4 Constraining the flux in the ND A.4.1 Neutrino-electron elastic scattering A.4.2 The low- method A.4.3 Coherent neutrino-nucleus scattering A.4.4 Beam e content A.5 Movable components of the ND and the DUNE-PRISM program A.5.1 Introduction to DUNE-PRISM A.5.2 LArTPC component in the DUNE ND: ArgonCube A.5.3 Multipurpose detector A.5.4 The DUNE-PRISM program A.6 Fixed on-axis component of the DUNE ND A.6.1 Motivation and introduction A.6.2 Three-dimensional projection scintillator tracker spectrometer A.7 Meeting the near detector requirements A.7.1 Overarching requirements A.7.2 Event rate and flux measurements A.7.3 Control of systematic errors B ND hall and construction C Computing roles and collaborative projects C.1 Roles C.2 Specific collaborative computing projects C.2.1 LArSoft for event reconstruction C.2.2 WLCG/OSG and the HEP Software Foundation C.2.3 Evaluations of other important infrastructure
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.
The record
- Venue
- Journal of Instrumentation
- Topic
- Neutrino Physics Research
- Field
- Physics and Astronomy
- Canadian institutions
- York University
- Funders
- Los Alamos National LaboratoryLawrence Berkeley National LaboratoryUniversity of California, IrvineCollege of Engineering, Michigan State UniversityOffice of ScienceInstitut National de Physique Nucléaire et de Physique des ParticulesStony Brook UniversityUniversité de ParisIndian Institute of Technology GuwahatiUniversidade Federal do Rio de JaneiroUniversità di PisaHigh Energy Accelerator Research OrganizationUniwersytet WarszawskiInstitute for Research in Fundamental SciencesUniversidad de GuanajuatoUniversità di BolognaBrookhaven National LaboratoryCentre National de la Recherche ScientifiqueUniversità di CataniaCentro de Investigaciones Energéticas, Medioambientales y TecnológicasKorea Institute of Science and Technology InformationKorea Institute of Science and TechnologyEidgenössische Technische Hochschule ZürichUniversità degli Studi di Milano-BicoccaUniversiteit van AmsterdamUniversity of BristolUniversité Savoie Mont BlancUniversity of SussexUniversity College LondonImperial College LondonUniversity of WarwickSouthern Methodist UniversitySouth Dakota School of Mines and TechnologyUniversidad Nacional de AsunciónCERNUniversità degli Studi di MilanoPacific Northwest National LaboratoryIstituto Nazionale di Fisica NucleareState University of New YorkIdaho State UniversityArgonne National LaboratoryUniversity of Minnesota DuluthUniversidad de GranadaIowa State UniversityHarish-Chandra Research InstituteMassachusetts Institute of TechnologyUniversität BaselSLAC National Accelerator LaboratoryDrexel UniversityDurham UniversityScience and Technology Facilities CouncilYork UniversityNorthwestern UniversityNorthern Illinois UniversityUniversity of RochesterFermilabMichigan State UniversityUniversity of HyderabadOhio State UniversityČeské Vysoké Učení Technické v PrazeOregon State UniversityUniversity of Texas at ArlingtonUniversity of South CarolinaUniversity of MinnesotaLouisiana State UniversityUniversity of CincinnatiUniversity of PittsburghColorado State UniversityHarvard UniversityRadboud UniversiteitUniversidad de ColimaPontificia Universidad Católica del PerúUniversitatea din BucureștiSouth Dakota State UniversityUniversity of PennsylvaniaChung-Ang UniversityU.S. Department of EnergyYale UniversityUniversidade Estadual de CampinasUniversità degli Studi di GenovaUniversity of Bern
- Keywords
- NeutrinoPhysicsCP violationDetectorSupernovaNuclear physicsParticle physicsSystems engineeringAstronomyEngineering
- Has abstract in OpenAlex
- yes