Maximum phase-space density of linearly polarized gluon TMDs in the saturation region
Pith reviewed 2026-06-29 11:23 UTC · model grok-4.3
The pith
The linearly polarized gluon TMD reaches twice the unpolarized maximum phase-space density in the dipole saturation region.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Using Mueller's occupancy argument together with the small-x Weizsacker-Williams and dipole gluon distributions, the maximum phase-space density n_h,DP^max equals 2 n_g^max and is approximately 2 alpha_s^{-3/2} for the dipole distribution in the same phase-space normalization. This dipole result is a process-dependent TMD proxy, not a literal gluon number density. For the WW distribution the deep-saturation tensor coefficient lacks the logarithmic enhancement needed for the Mueller saddle, so the maximum is pushed toward the saturation boundary.
What carries the argument
Mueller's occupancy argument applied to the linearly polarized gluon TMD coefficient h1^⊥g together with the small-x WW and dipole distributions of Metz and Zhou.
If this is right
- The dipole TMD proxy saturates at twice the unpolarized gluon maximum density.
- The WW distribution maximum is shifted to the saturation boundary because it lacks the required logarithmic enhancement.
- Numerical Collins-Soper evolution with the J2 Bessel weight reduces the resolved peak height to c_h^num approximately 6.6 to 7.1 at representative EIC scales.
- The dipole result remains a process-dependent proxy rather than a literal number density.
Where Pith is reading between the lines
- Future collider data could distinguish whether different TMD observables saturate at different maximum densities.
- The factor-of-two enhancement may appear in other tensor TMD coefficients at small x if the same occupancy logic applies.
- Extending the argument beyond the dipole and WW cases could map out how polarization affects saturation limits across processes.
Load-bearing premise
Mueller's occupancy argument applies directly to the linearly polarized coefficient h1^⊥g when combined with the small-x WW and dipole gluon distributions.
What would settle it
A direct calculation or EIC measurement showing that the phase-space density of h1^⊥g does not reach twice the unpolarized gluon value inside the saturation region would falsify the central scaling result.
Figures
read the original abstract
We calculate the Sudakov-limited maximum phase-space density associated with the linearly polarized gluon TMD coefficient $h_1^{\perp g}$ in the saturation region. Using Mueller's occupancy argument together with the small-$x$ Weizs\"acker-Williams (WW) and dipole gluon distributions of Metz and Zhou, we find $n_{h,{\rm DP}}^{\rm max}=2n_g^{\rm max}\sim2\alpha_s^{-3/2}$ for the dipole distribution in the same phase-space normalization. This dipole result is a process-dependent TMD proxy, not a literal gluon number density. For the WW distribution, the deep-saturation tensor coefficient lacks the logarithmic enhancement needed for the Mueller saddle, so the maximum is pushed toward the saturation boundary. We also perform a numerical Collins-Soper evolution study and find that the $J_2$ Bessel weight in the tensor TMD definition reduces the resolved peak, giving $c_h^{\rm num}\simeq6.6$--$7.1$ for representative EIC scales.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper calculates the Sudakov-limited maximum phase-space density for the linearly polarized gluon TMD coefficient h_1^⊥g in the saturation region. Applying Mueller's occupancy argument to the small-x WW and dipole gluon distributions of Metz and Zhou, it reports n_{h,DP}^max = 2 n_g^max ∼ 2 α_s^{-3/2} for the dipole case (a process-dependent TMD proxy) while noting that the WW tensor coefficient lacks logarithmic enhancement and thus has its maximum pushed to the saturation boundary. A numerical Collins-Soper evolution study yields c_h^num ≃ 6.6–7.1 for representative EIC scales, with the J_2 Bessel weight reducing the resolved peak.
Significance. If the central extension of Mueller's argument holds, the work provides a concrete bound on the phase-space density of a polarized TMD in saturation, distinguishing WW and dipole cases and including a numerical evolution check. The explicit acknowledgment that the dipole result is a process-dependent proxy rather than a literal gluon density is a strength, as is the numerical Collins-Soper study that quantifies the effect of the J_2 weight.
major comments (2)
- [Abstract] Abstract (paragraph 2): the extension of Mueller's occupancy argument to the tensor coefficient h_1^⊥g is asserted without explicit demonstration that the saddle-point condition remains valid once the J_2-weighted definition and process-dependent normalization are inserted; the noted absence of log enhancement in the WW case already indicates that the saddle condition is distribution-dependent, so the factor-of-2 relation for the dipole case requires supporting algebra to establish it is not an artifact of the chosen proxy.
- [Abstract] Abstract (paragraph 2) and numerical study: the claim that the WW deep-saturation tensor coefficient lacks the logarithmic enhancement needed for the Mueller saddle is stated without visible derivation steps or error estimates against the paper's own equations; this directly affects whether the maximum is indeed pushed to the saturation boundary.
minor comments (1)
- The normalization convention for the phase-space density n_h should be stated explicitly when comparing the dipole and WW cases, as the process dependence is emphasized but the precise phase-space measure is not detailed in the abstract.
Simulated Author's Rebuttal
We thank the referee for the thorough review and valuable comments on our manuscript. We address each major comment below and will make revisions to improve the clarity of the derivations as suggested.
read point-by-point responses
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Referee: [Abstract] Abstract (paragraph 2): the extension of Mueller's occupancy argument to the tensor coefficient h_1^⊥g is asserted without explicit demonstration that the saddle-point condition remains valid once the J_2-weighted definition and process-dependent normalization are inserted; the noted absence of log enhancement in the WW case already indicates that the saddle condition is distribution-dependent, so the factor-of-2 relation for the dipole case requires supporting algebra to establish it is not an artifact of the chosen proxy.
Authors: We agree that an explicit demonstration of the saddle-point condition for the J_2-weighted tensor coefficient is necessary to support the extension of Mueller's argument. In the revised manuscript, we will add the supporting algebra in the main text or an appendix, showing how the dipole distribution's form leads to the factor-of-2 relation while maintaining the saddle validity, and contrast it with the WW case to confirm it is not an artifact. revision: yes
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Referee: [Abstract] Abstract (paragraph 2) and numerical study: the claim that the WW deep-saturation tensor coefficient lacks the logarithmic enhancement needed for the Mueller saddle is stated without visible derivation steps or error estimates against the paper's own equations; this directly affects whether the maximum is indeed pushed to the saturation boundary.
Authors: The claim follows directly from the functional forms of the WW and dipole distributions as defined in the paper. We will include explicit derivation steps comparing the tensor coefficients to the relevant equations, along with error estimates from the numerical Collins-Soper study, to substantiate that the maximum for WW is pushed to the saturation boundary. revision: yes
Circularity Check
No significant circularity detected
full rationale
The paper derives its central result n_{h,DP}^max=2n_g^max by applying Mueller's occupancy argument to the independent small-x WW and dipole distributions of Metz and Zhou, then supplements with a separate numerical Collins-Soper evolution study that produces c_h^num from evolution equations rather than any fit to the target maximum. No self-citations appear in the load-bearing steps, no parameter is fitted to a subset and renamed as a prediction, and no ansatz or uniqueness theorem is imported from the authors' own prior work. The derivation therefore remains self-contained against external benchmarks and does not reduce to its inputs by construction.
Axiom & Free-Parameter Ledger
axioms (2)
- domain assumption Mueller's occupancy argument applies to the linearly polarized gluon TMD coefficient h1^⊥g in the saturation region
- domain assumption The small-x Weizsacker-Williams and dipole gluon distributions of Metz and Zhou are valid inputs in the saturation regime
Reference graph
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