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Breaking up the Proton: An Affair with Dark Forces

2021· article· en· W3046257044 on OpenAlexafffund
Graham D. Kribs, David McKeen, Nirmal Raj

Bibliographic record

VenuePhysical Review Letters · 2021
Typearticle
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsTRIUMF
FundersNational Research Council CanadaNatural Sciences and Engineering Research Council of CanadaAspen Center for PhysicsTRIUMFU.S. Department of EnergyNational Science Foundation
KeywordsPhysicsDark photonParticle physicsHERAElectroweak interactionColliderPhotonNuclear physicsLuminosityDark matterDeep inelastic scatteringStandard Model (mathematical formulation)Quantum chromodynamicsScatteringInelastic scatteringAstrophysicsQuantum mechanicsGauge (firearms)

Abstract

fetched live from OpenAlex

Deep inelastic scattering of ${e}^{\ifmmode\pm\else\textpm\fi{}}$ off protons is sensitive to contributions from ``dark photon'' exchange. Using HERA data fit to HERA's parton distribution functions (PDFs), we obtain the model-independent bound $\ensuremath{\epsilon}\ensuremath{\lesssim}0.02$ on the kinetic mixing between hypercharge and the dark photon for dark photon masses $\ensuremath{\lesssim}10\text{ }\mathrm{GeV}$. This slightly improves on the bound obtained from electroweak precision observables. For higher masses, the limit weakens monotonically; $\ensuremath{\epsilon}\ensuremath{\lesssim}1$ for a dark photon mass of 5 TeV. Utilizing PDF sum rules, we demonstrate that the effects of the dark photon cannot be (trivially) absorbed into refit PDFs and, in fact, lead to non--Dokshitzer-Gribov-Lipatov-Altarelli-Parisi (Bjorken ${x}_{B}$-independent) scaling violations that could provide a smoking gun in data. The proposed ${e}^{\ifmmode\pm\else\textpm\fi{}}p$ collider operating at $\sqrt{s}=1.3\text{ }\text{ }\mathrm{TeV}$ (Large Hadron Electron Collider) is anticipated to accumulate ${10}^{3}$ times the luminosity of HERA, providing substantial improvements in probing the effects of a dark photon: sensitivity to $\ensuremath{\epsilon}$ well below that probed by electroweak precision data is possible throughout virtually the entire dark photon mass range, as well as being able to probe to much higher dark photon masses, up to 100 TeV.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.005
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.015
GPT teacher head0.299
Teacher spread0.285 · 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

Classification

machine, unvalidated

Machine 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 designTheoretical or conceptual
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

Citations35
Published2021
Admission routes2
Has abstractyes

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