Muon anomalous magnetic moment: A harbinger for “new physics”
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
- Meta-epidemiology (narrow)
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Theoretical or conceptualConsensus signal: Theoretical or conceptual
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.257
- Threshold uncertainty score
- 1.000
- 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) | 0.001 | 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
- 0.314 · 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
Standard model loop contributions to the muon anomalous magnetic moment, ${a}_{\ensuremath{\mu}}\ensuremath{\equiv}{(g}_{\ensuremath{\mu}}\ensuremath{-}2)/2,$ and their theoretical uncertainties are scrutinized. The status and implications of the recently reported 2.6 sigma experiment versus theory deviation ${a}_{\ensuremath{\mu}}^{\mathrm{expt}}\ensuremath{-}{a}_{\ensuremath{\mu}}^{\mathrm{SM}}=426(165)\ifmmode\times\else\texttimes\fi{}{10}^{\ensuremath{-}11}$ are discussed. Possible explanations due to supersymmetric loop effects with ${m}_{\mathrm{SUSY}}\ensuremath{\simeq}{55}_{\ensuremath{-}8}^{+16}\sqrt{\mathrm{tan}\ensuremath{\beta}} \mathrm{GeV},$ radiative mass mechanisms at the 1--2 TeV scale and other ``new physics'' scenarios are examined.
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
- Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields
- Topic
- Particle physics theoretical and experimental studies
- Field
- Physics and Astronomy
- Canadian institutions
- University of Alberta
- Funders
- not available
- Keywords
- PhysicsAnomalous magnetic dipole momentMuonParticle physicsElectroweak interactionElectroweak scalePhysics beyond the Standard ModelRadiative transferSupersymmetryNuclear physicsMagnetic momentStandard Model (mathematical formulation)SigmaHadronElectron magnetic dipole momentMagnetic fieldQuantum mechanicsMagnetization
- Has abstract in OpenAlex
- yes