Bibliographic record
Abstract
Center-stabilized $SU(N)$ Yang-Mills theories on ${\mathbb{R}}^{3}\ifmmode\times\else\texttimes\fi{}{S}^{1}$ are QCD-like theories that can be engineered to remain weakly-coupled at all energy scales by taking the ${S}^{1}$ circle length $L$ to be sufficiently small. In this regime, these theories admit effective long-distance descriptions as Abelian $U(1{)}^{N\ensuremath{-}1}$ gauge theories on ${\mathbb{R}}^{3}$, and semiclassics can be reliably employed to study nonperturbative phenomena such as color confinement and the generation of mass gaps in an analytical setting. At the perturbative tree level, the long-distance effective theory contains ($N\ensuremath{-}1$) free photons with identical gauge couplings ${g}_{3}^{2}\ensuremath{\equiv}{g}^{2}/L$. Vacuum-polarization effects, from integrating out heavy charged fields, lift this degeneracy to give $\ensuremath{\lfloor}\frac{N}{2}\ensuremath{\rfloor}$ distinct values, ${g}^{2}(\frac{2}{L})\ensuremath{\lesssim}{g}_{3,\ensuremath{\ell}}^{2}L\ensuremath{\lesssim}{g}^{2}(\frac{2\ensuremath{\pi}}{NL})$. In this work, we calculate these corrections to one-loop order in theories where the center-symmetric vacuum is stabilized by $2\ensuremath{\le}{n}_{f}\ensuremath{\le}5$ massive adjoint Weyl fermions with masses of order ${m}_{\ensuremath{\lambda}}\ensuremath{\sim}\frac{2\ensuremath{\pi}}{NL}$, (also known as ``deformed Yang-Mills,'') and show that our results agree with those found in previous studies in the ${m}_{\ensuremath{\lambda}}\ensuremath{\rightarrow}0$ limit. Then, we show that our result has an intuitive interpretation as the running of the coupling in a ``lattice momentum'' in the context of the nonperturbative ``emergent latticized fourth dimension'' in the $N\ensuremath{\rightarrow}\ensuremath{\infty}$, fixed-$NL$ limit.
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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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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.
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.
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".