High Energy Physics - Phenomenology · arXiv:hep-ph/0501242 v2 · submitted 26 Jan 2005 · 59 references
Vector meson electroproduction at small Bjorken-x and generalized parton distributions
The paper says
“We analyze electroproduction of light vector mesons at small Bjorken-x in an approach that includes the gluonic generalized parton distributions and a partonic subprocess, gamma g –> (q q-bar) g, q q-bar –> V.”
more of the abstract
The subprocess is calculated to lowest order of perturbative QCD taking into account the transverse momenta of the quark and antiquark as well as Sudakov suppressions. Our approach allows to investigate the transition amplitudes for all kind of polarized virtual photons and polarized vector mesons. Modelling the generalized parton distributions through double distributions and using simple Gaussian wavefunctions for the vector mesons, we compute the longitudinal and transverse cross sections at large photon virtualities as well as the spin density matrix elements for the vector mesons. Our results are in fair agreement with the findings of recent experiments performed at HERA.
from the abstract
Pith says
Machine review · deepseek-v4.1-flash · 13 Nov 2026 · what was read was not recorded · not checked by a person
Reviewed in 2026 with later literature in view.
It can be wrong. Challenge this review or reply to it.
Holds up, with conditions. A solid, honest GPD-based analysis whose longitudinal channel is a real prediction and whose transverse channel is partly fitted to the same HERA data it describes. This line is wrong
4 major objections · 8 minor
How often objections from reviews like this one are right: not yet measured
Not checked: figures, code, what the 59 references say.
The paper says, at Sect. 6, Eqs. (50), (52), (84); abstract
The review did not quote this passage.
Pith says: Objection 1 of 4 · major
The transverse sector is not a prediction and the abstract should not present it as one. As stated explicitly in Sect. 6, the magnitude of the transverse cross section is controlled by the product $(f_{VT}/M_V)^2/B_{VTT}$, and $f_{rho T} = 0.250$ GeV, $f_{phi T} = 0.275$ GeV (Eq. 50), $a_{rho T} = 0.65$ GeV$^{-1}$, $a_{phi T} = 0.60$ GeV$^{-1}$ (Eq. 52) and the slopes $B_{VTT}$, $B_{VLT}$ are all adjusted to the HERA data being described.
more of objection 1
The agreement found for $sigma_T$, for $R$, and for the $T$-sensitive matrix elements $r^1_{1-1}$ and Re $r^5_{10}$ is therefore partly true by construction. The abstract's statement that 'our results are in fair agreement with the findings of recent experiments' (abstract:s4) and the corresponding sentence in Sect. 9 do not distinguish the longitudinal channel, which is a genuine prediction, from the transverse channel, which is a two-parameter fit. I would ask the authors to make this distinction explicit in the abstract and in the summary, and to state in Sect. 6 which of the quantities shown in Figs. 5-7 and 11-14 are predictions and which are fitted.
The paper says, at Sect. 4, Eq. (51); Sect. 6, Eq. (94)
The review did not quote this passage.
Pith says: Objection 2 of 4 · major
The central claim, that retaining $k_perp$ and Sudakov suppression reconciles the longitudinal cross section with HERA where Eq. (92) overpredicts it, rests on the Gaussian width $a_{VL}$, which is fixed in Eq. (51) by the assumption of equal vector-meson and pion valence Fock-state probabilities of 0.25 rather than by data.
more of objection 2
The $b$-integrand of Eq. (57) is the product of $hat Psi(b) propto exp[-tau bart b^2/(4a_{VL}^2)]$, the Bessel propagator and $exp[-S]$; at $Q^2 = 4-10$ GeV$^2$ the scale $1/Q$ is comparable to $a_{VL}$, so the width materially controls the weight at large $b$ where the Sudakov factor suppresses. The paper demonstrates agreement at a single point in this parameter space and never varies $a_{VL}$. A short sensitivity study, quoting $sigma_L$ for $a_{rho L}$ varied by, say, $pm 15-20%$, would establish whether the suppression is a robust consequence of the mechanism or a tuned cancellation, and would let the reader compare its size with the 30% PDF uncertainty the paper does quote. The same remark applies to the Sudakov infrared prescriptions collected in footnote 7 (freezing at $b = 1/Lambda_{QCD}$, $s = 0$ for $b leq sqrt{2}/(beta Q)$), which are stated but not tested.
The paper says, at Sect. 6, Eq. (84) and Fig. 4
The review did not quote this passage.
Pith says: Objection 3 of 4 · major
Fig. 4 is the one place where the shape of the $t$-distribution, rather than its normalization, is confronted with data, and the authors themselves conclude that 'the agreement between our result and experiment is not too good' and that 'the data shown in Fig. 4 need confirmation'.
more of objection 3
Since the slope is an input taken from Eq. (84) rather than a prediction, the discrepancy is not a failure of the dynamics, but the dismissal of the data is too quick: the same Eq. (84) is used to generate the $t$-dependence of the spin density matrix elements in Fig. 13, so the reliability of that figure depends on how well Eq. (84) actually describes the ZEUS differential distribution. The authors should either refit $B_{LL}$ to the data of Fig. 4 and show the resulting curve, or state explicitly how much the slope would have to change and what that would do to Fig. 13.
The paper says, at Sect. 6, uncertainty discussion
The review did not quote this passage.
Pith says: Objection 4 of 4 · major
The only theoretical uncertainty quoted for the cross sections is the roughly 30% from the gluon distribution. No estimate is given for the renormalization-scale choice $mu_R = max(tau Q, bart Q, 1/b)$, for $Lambda_{QCD} = 220$ MeV, for the $n = 1$ versus $n = 2$ profile of the double distribution (dismissed as a percent-level effect in the cross sections …
more of objection 4
… but 7% in the real parts), or for the choice $M_V = m_V$ in the spin wavefunction, which the authors note in Sect. 6 could be halved with compensating changes in $f_{VT}$ and $B_{VTT}$. A scale-variation band on at least $sigma_L$ would make the comparison with the collinear result of Eq. (92) considerably more informative, since the claimed factor of 3-5 suppression should be quoted against a stated theoretical error.
8 minor objections
The paper says, at Eq. (83)
Pith says: minor objection 1 of 8
The second line contains a mismatched bracket, ' $|M_{H++,++}|^2 + [M_{H0+,++}|^2$ ', which should read $|M_{H0+,++}|^2$; the expression as typeset cannot be parsed.
The paper says, at Eq. (95)
Pith says: minor objection 2 of 8
The typesetting of the spin density matrix elements is difficult to read in the version supplied, in particular the first line for $r^{04}_{00}$, where the factors $1/(1+epsilon tilde R)$ and the relative weight of the two terms are ambiguous. Since these formulae are the basis of Figs. 11-14, they should be checked carefully at proof stage.
show 6 more
The paper says, at Sect. 3, Eq. (34) and following
Pith says: minor objection 3 of 8
The soft parameter $M_V$ is introduced with the remark that it is of order $m_V$ and set equal to $m_V$ 'for simplicity'. Given that the transverse normalization depends on the ratio $f_{VT}/M_V$, a sentence stating explicitly that only the combination is constrained, and that the quoted $f_{VT}$ values are conditional on $M_V = m_V$, would help the reader.
The paper says, at Sect. 5, Eq. (65)
Pith says: minor objection 4 of 8
The D-term is dropped on the grounds that it is proportional to $xi$ and $xi$ is small. Since the paper extends its discussion to $xi simeq 0.1$ in connection with Fig. 10, a brief estimate of the size of the neglected D-term contribution at that skewness would be appropriate.
The paper says, at Sect. 5, Eq. (68)
Pith says: minor objection 5 of 8
The interpolation of the CTEQ5M gluon density is stated to be valid for $Q_0^2 = 4$ GeV$^2 leq Q^2 leq 40$ GeV$^2$ and to deviate by less than 5% at $beta simeq 0.2$ and by about 1% for $10^{-4} < beta < 10^{-1}$. Since the amplitudes integrate over $x$ down to $xi$, a sentence on the behaviour below $beta = 10^{-4}$ and on how the extrapolation is handled would be useful.
The paper says, at References
Pith says: minor objection 6 of 8
Ref. [17] (Diehl and Vinnikov) is cited as hep-ph/0412162 without a journal reference; please update the publication status. Ref. [47] and Refs. [48], [49] are conference contributions and should be labelled as such consistently.
The paper says, at Sect. 3, Eq. (45) and following
Pith says: minor objection 7 of 8
The argument that the $tau$ integral in Eq. (45) is regular for a Gaussian wavefunction is made for the model wavefunction only. A sentence noting that the regularity is a property of the model, and not of QCD, would be consistent with the honest caveat already given in the Introduction about the model-dependent regularization of the $T to T$ amplitude.
The paper says, at Typographical
Pith says: minor objection 8 of 8
There are several typographical errors: 'transtion' in Sect. 3, 'Morever' and 'obtaines' in Sect. 6, and 'se em' in Sect. 7. The axis labels of Fig. 3 and Fig. 9 are partly garbled and should be regenerated.
What would settle it
Recompute σ_L(γ*p → ρp) at Q² = 4, 10, 40 GeV² and W = 75 GeV from Eq. (57) with a_ρL varied over 0.42–0.62 GeV⁻¹ (Fock probability ≈ 0.15–0.35), holding f_ρL = 0.216 GeV and all other inputs fixed, and compare to Fig. 6. If the predicted σ_L at Q² = 4 moves outside the data error band or fails to bracket the H1/ZEUS points for any allowed a_ρL, the claimed resolution of the collinear overprediction is parameter-tuned rather than robust; if the data are bracketed across the range, the concern does not land.
from the skeptic's reading
How the review went
4 readings by deepseek-v4.1-flash · 13 Nov 2026
- Reader holds up, with conditions
- Skeptic partly agrees
- Editor wrote the verdict above
- Referee minor revision: 4 major objections, 8 minor
Not run on this paper: the simulated authors' defence.
Pith did not check this review's objections against the paper.
The review in full
The review in brief, machine-written
Bottom line: this is the paper that made the gluonic handbag approach quantitatively usable against HERA vector meson data, and the longitudinal channel is a genuine prediction. The transverse sector is normalized by fitting to the same data, and the paper says so only in passing. Worth a serious referee, not a desk reject either way. One correction to the record: the classifier says the authors state no limitations. That is wrong. Sects. 6 and 9 are explicit about the hand-inserted t-dependence, the neglected ~Hg and Eg, the dropped D-term, and the approximation of GPD evolution by gluon-distribution evolution. They are candid about what they did not compute. What is new: the complete set of gamma*g -> V g helicity amplitudes with quark transverse momenta retained and Sudakov suppression, the resulting spin density matrix elements for rho and phi, and the A_LL prediction. The load-bearing claim is that the collinear longitudinal result of Eq. (92) overpredicts HERA sigma_L by a large factor and that k_perp plus Sudakov brings it down to the data. That is a real result, and it is the reason people cite this paper. The soft spots, in proportion. First, the transverse normalization: f_VT, a_VT and B_VTT are all adjusted to the HERA data being described, and the paper itself notes the transverse cross section is controlled by the product (f_VT/MV)2/B_VTT. So the T -> T agreement is partly true by construction. That is a real limitation, but it is stated, and the authors do not oversell the transverse channel. Second, the t-dependence is inserted as exponentials with slopes taken from data, not computed. Acknowledged, and honestly so. Third, the stress-test point about a_VL: the widths in Eq. (51) are fixed by an assumed Fock-state probability of 0.25, not by data, and the suppression that reconciles sigma_L with experiment depends on them. The paper never varies a_VL. I would not call this fatal, because the paper is demonstrating a mechanism rather than claiming precision, and it already quotes a 30% PDF uncertainty. But a one-line sensitivity check on a_VL would have cost nothing and would have made the central claim much harder to attack. Who should read it: anyone working on exclusive diffraction, GPD phenomenology, or interpreting r0_04 and the other spin density matrix elements at HERA and COMPASS. The method is specified in enough detail to reimplement, though the loop integrals and Sudakov implementation cannot be checked from the text alone. Recommendation: send it out. It is a real contribution with acknowledged limitations, and the referees should press on the a_VL sensitivity and the transverse fit.
The strongest objection
The central quantitative claim is that the full handbag amplitude (Eq. 57) brings the collinear longitudinal cross section of Eqs. (92)/(94) — which overpredicts the HERA σ_L by a factor of roughly 3–5 at Q² ≈ 4–10 GeV² — down to the data, and that this is a genuine consequence of retaining quark transverse momentum and Sudakov suppression. The size of that suppression is controlled by the b-space width of the meson wavefunction. In Eq. (51) the widths a_ρL = 0.52 GeV⁻¹ and a_φL = 0.45 GeV⁻¹ are fixed not by data but by the assumption of 'equal probabilities for the vector meson and pion valence Fock states, namely 0.25.' The b-integrand of Eq. (57) is the product of the Gaussian Ψ̂(b) ∝ exp(−ττ̄b²/(4a_V²)), the propagator K₀(√d bQ), and exp[−S]. At Q² = 4–10 GeV² the perturbative cutoff 1/Q is comparable to a_V, so the Gaussian width materially controls how much weight sits at large b where the Sudakov factor bites; a 20% change in a_VL plausibly shifts σ_L by 30–50%, comparable to or larger than the 30% PDF error the paper does quote. The paper demonstrates agreement at one point in this parameter space and never varies a_VL, nor the Sudakov infrared prescriptions (exp[−S]=1 if ≥1, freeze at b = 1/Λ_QCD, s = 0 for b ≤ √2/(βQ)). The claim that the approach 'resolves' the normalization problem is therefore not shown to be robust; it could be a tuned cancellation. This is distinct from the reader's concern: it concerns the longitudinal channel, which the reader treats as the genuine prediction, not the fitted transverse sector.
The paper is a careful extension of the GPD handbag program, and its longitudinal-channel result is the part that is not fitted to the same data: f_VL comes from measured decay constants, the GPD from CTEQ5M, and the Sudakov factor from the published Li–Sterman/Dahm–Jakob–Kroll formalism. That is why the reader's verdict of CONDITIONAL rather than ACCEPT is right. The reader's weakest_assumption correctly identifies unquantified model dependence, but locates it in the transverse sector (fitted f_VT, a_VT, B_VTT) and in the hand-inserted t-exponentials of Eqs. (79)/(84). I agree those are real and acknowledged in Sects. 6 and 9. The concern I raise is in the longitudinal sector, which the reader treats as the genuine prediction: the suppression factor that reconciles Eq. (92) with data is set by a_VL, fixed by an untested Fock-probability assumption and never varied, and the Sudakov infrared treatment is likewise not probed. This is a correctness-risk concern (the agreement may be tuned), not an internal inconsistency, and it does not overturn the paper — 'fair agreement' with a factor-level theory uncertainty could survive a ±20% variation in a_VL. But the paper's error budget quotes only the ~30% PDF uncertainty, so the robustness of the headline resolution is asserted rather than demonstrated. The concrete test above would settle it. Because the concern sharpens rather than reverses the reader's CONDITIONAL verdict, I recommend UNCHANGED, with agreement_with_reader = partial: same category of unquantified model dependence, different sector.
The referee's report
The paper is a careful and, for its time, genuinely new attempt to confront the GPD-based handbag approach with the full body of small-$x$ vector-meson electroproduction data rather than with the longitudinal cross section alone. Its real strength is the longitudinal channel: $f_{VL}$ is taken from decay constants, $a_{VL}$ is fixed by an independent Fock-state argument, and $H^g$ is tied to the CTEQ gluon density, so the agreement in Figs. 5 and 6 is a meaningful test of the $k_perp$-plus-Sudakov mechanism and of the skewing of $H^g(xi,xi)$ relative to $2xi g(2xi)$. The explicit comparison with the collinear result of Eq. (92) and with the $ln(1/x)$ approximation (Fig. 10) is a useful, falsifiable statement about where the approximations diverge. The paper is also commendably explicit about its own model dependence, both for the infrared regularization of the $T to T$ amplitude and for the $t$-dependence, which it inserts as exponentials with slopes taken from data. The transverse sector is weaker as evidence, since its normalization is fixed by parameters fitted to the same data, and the paper says so in Sect. 6; the abstract and conclusions should carry that distinction more leg
Pith's reading of the paper (a machine's summary, not the authors')
The paper asks whether the handbag picture of diffractive vector-meson electroproduction — a hard subprocess $gamma^* g to V g$ glued to a gluonic generalized parton distribution (GPD) of the proton — can be made to give the right *numbers*, not just the right $Q^2$ scaling. The authors show that the strict collinear leading-twist version badly overpredicts the longitudinal $rho$ and $phi$ cross sections measured at HERA, and that keeping the transverse momenta of the quark and antiquark forming the meson, together with a Sudakov factor that damps large quark-antiquark separations, brings the normalization down to the data for $Q^2$ above about 4 GeV$^2$. The same machinery yields all helicity amplitudes, so the authors can also compute the spin density matrix elements of the produced mesons, the longitudinal-to-transverse ratio $R$, the $W$ dependence $sigma_L propto W^{4delta(Q^2)}$, and the small double-spin asymmetry $A_{LL}$. What makes the result worth attention is that a single soft input — the gluon GPD, modelled from the ordinary gluon distribution through double distributions — plus a perturbatively calculated subprocess accounts simultaneously for cross sections and for the angular decay distributions that probe the relative sizes and phases of the three retained helicity amplitudes.
What carries the argument. The load-bearing object is the gluonic generalized parton distribution $H^g(bar x, xi, t)$, which encodes the proton's response to emitting and reabsorbing a gluon, combined with a $k_perp$-dependent subprocess amplitude in impact-parameter space. The GPD is not calculated: it is generated from a double distribution $f(beta, alpha)$ proportional to the ordinary gluon distribution, with the skewing effect that makes $H^g(xi,xi)$ differ from $xi g(xi)$ by a factor growing to about 1.6–2 at $xi = 0.1$. The Sudakov factor is what does the quantitative work of suppressing the end-point regions where one constituent carries almost none of the meson momentum; without it the leading-twist longitudinal cross section is far too large. The amplitude hierarchy $H^V_{0lambda,0lambda} propto 1$, $H^V_{0lambda,+lambda} propto sqrt{-t}/Q$, $H^V_{+lambda,+lambda} propto langle k_perp^2 rangle^{1/2}/Q$ then propagates into every observable the paper computes.
Core claim. The central claim is that the gluonic handbag approach, evaluated beyond the collinear approximation, describes light vector-meson electroproduction at small Bjorken-$x$ quantitatively. Concretely: the subprocess $gamma^* g to (qbar q) g$ with $qbar q to V$ is computed to lowest order in perturbative QCD while retaining the quark transverse momentum $k_perp$ in the propagator denominators; the amplitude is transformed to impact-parameter space, where a Sudakov factor $exp[-S(tau,b,Q)]$ resums gluonic radiative corrections and suppresses large $b$; the meson is described by a Gaussian light-cone wavefunction matched to the asymptotic distribution amplitude; and the gluon GPD $H^g$ is built from a double-distribution ansatz fed by the CTEQ5M gluon distribution. With this, the collinear leading-twist estimate of Eq. (94), which the authors find to be well above experiment, is reduced to agreement with the H1 and ZEUS data on $sigma(gamma^* p to rho p)$, $sigma(gamma^* p to phi p)$, $sigma_L$ and $R$ for $Q^2 > 4$ GeV$^2$. The approach also reproduces the observed hierarchy of helicity amplitudes, $L to L$ dominant with $T to T$ at roughly a quarter of it near $t=0$, and gives spin density matrix elements in fair agreement with the measured $Q^2$ and $t$ dependence.
The premise it rests on. The momentum-transfer dependence is not derived but inserted by hand as exponentials with slopes taken from data, and the transverse-sector normalization is fixed by fitting the decay constant $f_{V T}$ and the slope $B_{VTT}$ to the same HERA measurements the calculation is then compared with.
If the paper is right (Pith's inferences, not the authors')
The longitudinal cross section ratio between $phi$ and $rho$ production should approach $(f_{phi L} C_phi / f_{rho L} C_rho)^2$ as $Q^2$ grows, which the authors' curves indeed do.
The energy dependence of $sigma_L$ at fixed $Q^2$ should follow $W^{4delta(Q^2)}$ with the same $delta$ that governs the small-$x$ behaviour of the gluon distribution, so measuring the power tests the GPD input directly.
The real-to-imaginary ratio of the dominant $L to L$ amplitude should rise with $Q^2$ roughly as $pi delta(Q^2)/2$, reaching 0.2–0.4 over the HERA range, which is what the computed Argand diagram shows.
The helicity correlation $A_{LL}$ should be small, of order $langle k_perp^2 rangle/Q^2$ times the ratio of polarized to unpolarized gluon density, because it arises only from interference between $H^g$ and $tilde H^g$.
Spin density matrix elements should follow relations identical to those obtained under the assumption of natural-parity t-channel exchange with negligible proton helicity flip, because the $tilde H^g$ and $E^g$ terms enter only as bilinears.
If the Sudakov-plus-$k_perp$ mechanism is really what fixes the normalization, then the same correction should be needed in other exclusive processes whose collinear leading-twist predictions overshoot — deeply virtual Compton scattering and exclusive $pi^0$ or $J/psi$ production are the natural places to check whether one universal suppression recipe works.
The paper's own freedom in trading $M_V$ against $f_{V T}$ and $B_{VTT}$ at fixed $(f_{V T}/M_V)^2/B_{VTT}$ suggests that the transverse sector is effectively a one-parameter fit; a genuinely independent determination of $f_{rho T}$ from lattice or QCD sum rules would convert the transverse agreement into a prediction rather than a calibration.
Because the $t$ dependence is inserted as an exponential rather than derived, a future GPD model that produces the slope from the proton's transverse structure would turn the spin density matrix elements versus $t$ into a sharp discriminator between models, and would test whether $B_{VTT} = B_{VLL}/2$ or $B_{VTT} = B_{VLL}$.
The skewing factor of 1.6–2 at $xi = 0.1$ implies that analyses using the $ln(1/x)$ approximation at forward energies may underestimate the gluonic contribution by a factor of a few, which is a checkable statement against fixed-target and COMPASS kinematics where $xi$ is not small.
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The paper
Abstract
We analyze electroproduction of light vector mesons at small Bjorken-x in an approach that includes the gluonic generalized parton distributions and a partonic subprocess, gamma g –> (q q-bar) g, q q-bar –> V. The subprocess is calculated to lowest order of perturbative QCD taking into account the transverse momenta of the quark and antiquark as well as Sudakov suppressions. Our approach allows to investigate the transition amplitudes for all kind of polarized virtual photons and polarized vector mesons. Modelling the generalized parton distributions through double distributions and using simple Gaussian wavefunctions for the vector mesons, we compute the longitudinal and transverse cross sections at large photon virtualities as well as the spin density matrix elements for the vector mesons. Our results are in fair agreement with the findings of recent experiments performed at HERA.
The paper's own sentences, arranged, kept beside the review and separate from it. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. No sentence in this record was written by a model.
abstract compiled · 2026-09-23
The authors' main claim, as the classifier picked it out 1.00
“Our results are in fair agreement with the findings of recent experiments performed at HERA.”
How the main claim is stated: asserted 0.81
What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.21 · human participants 0.01 · controlled comparison 0.04 · randomized assignment 0.01 · states quantitative result 0.08 · compares with prior results 0.90 · mentions code or data availability 0.02
The abstract, sentence by sentence
This table labels the abstract only (arXiv listing abstract v2). The number is the probability the classifier gave the label.
| Sentence | Role | The authors' own work | States the main conclusion | Strength |
|---|---|---|---|---|
| We analyze electroproduction of light vector mesons at small Bjorken-x in an approach that includes the gluonic generalized parton distributions and a partonic subprocess, gamma g --> (q q-bar) g, q q-bar --> V. | contribution 0.89 | 0.92 | 0.07 | asserted 0.98 |
| The subprocess is calculated to lowest order of perturbative QCD taking into account the transverse momenta of the quark and antiquark as well as Sudakov suppressions. | method 1.00 | 0.93 | 0.04 | asserted 1.00 |
| Our approach allows to investigate the transition amplitudes for all kind of polarized virtual photons and polarized vector mesons. | contribution 0.64 | 0.71 | 0.05 | asserted 0.91 |
| Modelling the generalized parton distributions through double distributions and using simple Gaussian wavefunctions for the vector mesons, we compute the longitudinal and transverse cross sections at large photon virtualities as well as the spin density matrix elements for the vector mesons. | method 0.94 | 0.95 | 0.11 | asserted 0.99 |
| Our results are in fair agreement with the findings of recent experiments performed at HERA. | result 0.78 | 0.77 | 0.57 | asserted 0.81 |
What kind of paper the classifier reports this is: theoretical result 0.84 · evidence from simulation or computation 0.97
What was examined, and what was not
Sources read
- arXiv listing abstract v2
Not examined
- full text
- figures and tables
- references and citing sentences
- relations to other papers
Levels run
- P abstract
Not run
- S sections
- T body sentences
- C citations
- R cross-paper relations
How the labels were made
Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,372 input tokens, $0.0002 reported.
Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. This record as JSON
Figures (15)
Figures are the authors', reproduced from the paper.
References (59)
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Cited by 21 Pith papers
Reviewed papers on Pith that cite this one. The full citation record
- Toward an advanced phenomenology of $\pi N$ transition distribution amplitudes hep-ph · Jun 2025
- Generalized Parton Distributions from Symbolic Regression hep-ph · Apr 2025
- Moments of proton GPDs from the OPE of nonlocal quark bilinears up to NNLO hep-lat · May 2023
- Generalized parton distributions through universal moment parameterization: non-zero skewness case hep-ph · Feb 2023
- Exclusive production of a pair of high transverse momentum photons in pion-nucleon collisions for extracting generalized parton distributions hep-ph · May 2022
- The deconvolution problem of deeply virtual Compton scattering hep-ph · Apr 2021
- Deeply virtual Compton scattering at small x_B and the access to the GPD H hep-ph · Apr 2009
- Towards a fitting procedure for deeply virtual Compton scattering at next-to-leading order and beyond hep-ph · Mar 2007
- Deep Inelastic Electron-Nucleon Scattering at the LHC hep-ex · Mar 2006
- Relativistic corrections and high-energy resummation for exclusive heavy quarkonium photoproduction hep-ph · Jul 2026
- Mechanical properties of the nucleon from the generalized parton distributions hep-ph · Jan 2025
- Shedding light on shadow generalized parton distributions hep-ph · Mar 2023
- From hard exclusive meson electroproduction to deeply virtual Compton scattering hep-ph · Oct 2012
- The role of the quark and gluon GPDs in hard vector-meson electroproduction hep-ph · Aug 2007
- Strong Interaction Physics at the Luminosity Frontier with 22 GeV Electrons at Jefferson Lab nucl-ex · Jun 2023
- Generalized parton distributions through universal moment parameterization: zero skewness case hep-ph · Jul 2022
- Forces inside hadrons: pressure, surface tension, mechanical radius, and all that hep-ph · May 2018
- On timelike and spacelike deeply virtual Compton scattering at next to leading order hep-ph · Jan 2013
- Snowmass 2021 White Paper: Electron Ion Collider for High Energy Physics hep-ph · Mar 2022
- GPD phenomenology and DVCS fitting - Entering the high-precision era hep-ph · Feb 2016
- Generalized parton distributions: Theory meets experiment hep-ph · Sep 2026
How later papers used it
49 later papers cite it
1 later paper by other authors is listed below: 1 used its method or tool. 4 more papers by the same authors are listed: 4 used its method or tool.
Uses its method or tool 5 of 12 papers with this label · 4 by the same authors
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Adopted the asymptotic distribution amplitude φ_ρ(z)=6z(1-z) in its calculation as done in this paper.
Constraining axion-gluon coupling in monohadron processes (2024) · 0.85 · paraphrased: the licence does not allow quoting
By the same authors
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Defined its renormalization scale as μ/2 based on this paper.
Study of gluon GPDs in exclusive $J/\psi$ production in electron-proton scattering (2024) (same authors) · 0.91 · paraphrased: the licence does not allow quoting
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Considered Q^2 evolution of GPDs via evolution of the PDF in its Eq. 7, following this paper.
Study of transversity GPDs from pseudoscalar mesons production at EIC of China (2022) (same authors) · 0.93 · paraphrased: the licence does not allow quoting
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Considered Q^2 evolution of GPDs through evolution of the gluon distribution as in its Eq. 9, following this paper.
Exclusive $\pi^0$ production at EIC of China within handbag approach (2022) (same authors) · 0.85 · paraphrased: the licence does not allow quoting
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Wrote its helicity conservation amplitude as given in this paper.
Exclusive $J/\psi$ production in proton-proton collisions adopting GPD approach (2025) (same authors) · 0.88 · paraphrased: the licence does not allow quoting
How the literature uses it
40 arXiv papers cite this in 67 sentences
Papers whose main result relates to this one's
States the same result 2 papers
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The numerical results agree fairly well with recent HERA data.
Deeply virtual vector meson electroproduction at small Bjorken-x · 0.99
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Our results on the cross section are in fair agreement with experiment from HERMES to HERA energies.
Papers citing it · 28 sentences without a confident label
Uses its method or tool 9 papers
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To calculate hard scattering amplitude we consider six gluon Feynman diagrams which are presented in Ref. [ref] .
Study of gluon GPDs in exclusive $J/\psi$ production in electron-proton scattering · Theoretical frame and model · 0.98
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We consider $Q^2$ evolution of GPDs via evolution of PDF in Eq. 7, see [ref] .
Study of transversity GPDs from pseudoscalar mesons production at EIC of China · Handbag approach. Properties of meson production amplitudes · 0.93
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We consider $Q^2$ evolution of GPDs through of evolution of gluon distribution as Eq. 9, see [ref] .
Exclusive $\pi^0$ production at EIC of China within handbag approach · Handbag approach. Properties of meson production amplitudes · 0.85
Uses its data or values 2 papers
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Free parameters of the $F_C(β, α)$ term are constrained by $200$ points of $H^q(x,ξ=x)$ generated with the GK model [ref] spanning over the range of $-4 < log_10(x = ξ) < log_10(0.95)$ at fixed $t = 0$ and $μ^2 = 4 GeV^2$.
Combining lattice QCD and phenomenological inputs on generalised parton distributions at moderate skewness · Representation of experimental data and estimation of uncertainties · 0.97
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Finally, we have thoroughly checked our numerical implementation of the evolution using as a set of initial-scale GPDs the realistic GK model [ref] as provided by PARTONS [ref] .
One-loop evolution of twist-2 generalized parton distributions · Conclusions · 0.85
Compares with it 2 papers
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For comparison, we also present a model prediction based on the Goloskokov-Kroll (GK) parametrization of GPDs [ref] , obtained with LO (dashed line) and NLO (solid line) coefficient functions.
What do DVCS data tell us about TCS observables? · Data-driven predictions for TCS observables · 1.00
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They show a broad qualitative agreement with the Goloskokov-Kroll phenomenological model [ref] at $t = 0$ based on Radyushkin's double distribution ansatz [ref] .
Reconstructing the full kinematic dependence of GPDs from pseudo-distributions · Conclusion · 1.00
Cites it as background 21 papers
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After years of development, there are many theoretical models of GPD, and two of those are based on double distributions (DDs) [ref] , one has been given by Vanderhaeghen, Guichon and Guidal, which called VGG model [ref] , another was presented by Goloskokov and Kroll called GK model [ref] .
Deeply Virtual Compton Scattering at Future Electron-Ion Colliders · Introduction · 0.93
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Phenomenologists mostly rely on Double Distributions [ref] and more precisely on the Radyushkin Ansatz [ref] (see for instance [ref] ) and on conformal space approaches [ref] .
Basic properties of GPDs and modelling of the latter · Introduction · 0.90
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In other works (see e.g. [ref] ) the description of the $t$-dependence of the GPDs was developed in a some more complicated picture using the polynomial forms: H^q (x,t) ∼q(x) Exp[ f(x) t ], with f(x) = α' (1-x)^2 ln(1/x) + B_q (1-x)^2+ A_q x (1-x) or f(x) = α' (1-x)^3 ln(1/x)+B_q (1-x)^3 + A_q x (1-x)^2
Generalized Parton Distributions and Description of Electromagnetic and Graviton form factors of nucleon · Introduction · 0.81
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