High Energy Physics - Phenomenology · arXiv:hep-ph/0412016 v3 · submitted 2 Dec 2004 · 23 references
Hard-Loop Dynamics of Non-Abelian Plasma Instabilities
The paper says
“Non-Abelian plasma instabilities may be responsible for the fast apparent quark-gluon thermalization in relativistic heavy-ion collisions if their exponential growth is not hindered by nonlinearities.”
more of the abstract
We study the real-time evolution of instabilities in an anisotropic non-Abelian plasma with an SU(2) gauge group in the hard-loop approximation. We find exponential growth of non-Abelian plasma instabilities both in the linear and in the strongly nonlinear regime, with only a brief phase of subexponential behavior in between.
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.
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Holds up, with conditions. First nonlinear hard-loop simulation of the Weibel instability, and the growth survives — but the headline result comes from a 1+1D run whose dimensionality is not carried into the abstract. This line is wrong
3 major objections · 8 minor
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Not checked: figures, code, what the 23 references say.
The paper says, at Abstract, sentence s2; final paragraph; Sec. '1+1-dimensional lattice simulation'
The review did not quote this passage.
Pith says: Objection 1 of 3 · major
The headline claim of [abstract:s2] and of the concluding paragraph is stated for non-Abelian plasma instabilities generally, but the supporting simulation imposes z-only dependence, so that 'the entire dynamics proceeds 1+1-dimensionally.' The paper's justification for this reduction is explicitly confined to the linear regime, where the unstable modes are superpositions of transverse standing waves; that argument does not carry over to the strongly nonlinear regime, which is precisely where the central claim lives.
more of objection 1
In 1+1D the only operative nonlinearity is the self-interaction of z-dependent modes, and the transverse mode coupling and spatial cascade that are the natural saturation channels in 3+1D are excluded by construction. Footnote [21] varies seeds and N but not dimensionality, so it does not close this gap. Please add the 1+1D qualifier to the abstract and to the concluding sentence, and add a short paragraph in the body identifying the 3+1D channels that are absent here and giving the authors' reasons for expecting the 1+1D result to be representative, or state plainly that this is an open question.
The paper says, at Fig. 1 and footnote [21]; Figs. 2-3
The review did not quote this passage.
Pith says: Objection 2 of 3 · major
The N = 100 momentum discretization is validated only in the linear regime: Fig. 1 compares linear growth rates and the asymptotic mass against the continuum. The central claim concerns the strongly nonlinear regime, where no continuum benchmark exists and where the finite patching of the unit sphere could in principle distort the dynamics.
more of objection 2
Footnote [21] asserts that a few dozen configurations with 'different N' were evolved, but no nonlinear N-dependence is shown anywhere in the Letter. Please add at least one comparison of j_rms(t) and of the transverse magnetic energy for a second value of N (for example N = 40 or N = 200) at fixed seed, showing that the late-time growth rate and the duration of the subexponential phase are stable under refinement. This is the single most load-bearing robustness check for the paper's main claim.
The paper says, at Figs. 2-3; abstract, 'only a brief phase of subexponential behavior'
The review did not quote this passage.
Pith says: Objection 3 of 3 · major
The characterization of the transition as 'brief' and the quoted delay Delta t ~ gamma_*^{-1} in the restoration of the growth rate are read off a single field configuration with a single random seed. Footnote [21] claims genericity but presents no ensemble statistics, so the reader cannot tell whether the dip is a robust feature of the dynamics or a fluctuation of one realization.
more of objection 3
Please quantify: report the spread of the late-time growth rate and of the transition delay across the configurations already mentioned in footnote [21], for example as a mean and range, or show a few overlaid j_rms(t) curves. A short table would suffice and would materially strengthen the 'brief phase' language.
8 minor objections
The paper says, at Final paragraph
Pith says: minor objection 1 of 8
The conclusion that the instabilities 'do not saturate until they begin to have large effects on hard particle trajectories' extrapolates past the end of the simulated window; the paper itself notes that 'Eventually there will be a point where the hard-loop approximation breaks down.' To let the reader judge the extrapolation, please state how many e-foldings were followed and how far the soft-field energy at the final time sits below the scale at which the hard-loop approximation fails.
The paper says, at Sec. '1+1-dimensional lattice simulation', energy conservation statement
Pith says: minor objection 2 of 8
The statement that total energy (8) 'is conserved within less than 1%, with the percentage level being reached only at the largest times when the energy in the soft fields has grown by more than a factor of 10^6' is ambiguous as to the denominator.
more of objection 2
Please specify whether the quoted figure is relative to the initial or the instantaneous energy, and give the maximum value of |Delta E|/E_initial over the run, since this is the principal check on the nonlinear integrator.
show 6 more
The paper says, at Fig. 1 and surrounding text
Pith says: minor objection 3 of 8
The claim that the discretized hard loops 'give very accurate approximations for N >~ 100' rests on a single value of N. Either quote the error in gamma(k) and in m_infinity for two or three values of N so the reader can see the convergence trend, or soften the statement to the single case actually shown.
The paper says, at Figs. 2-3 and Eq. (12)
Pith says: minor objection 4 of 8
For the chosen parameters (xi = 10, N = 100) the reader would benefit from the numerical values of mu, gamma_*, k_*, and m_infinity in units of m_infinity, so that the axes of Figs. 2 and 3 and the quoted rates can be checked directly against the linear theory. Only lambda_* ~ 7 m_infinity^{-1} is currently given.
The paper says, at Figs. 2-3, comparison with gamma_*
Pith says: minor objection 5 of 8
The nonlinear growth is repeatedly described as 'slightly below gamma_*', but gamma_* is a linear-theory quantity. Please state the measured slope of ln j_rms and of the transverse magnetic energy in the late-time regime, so the comparison is quantitative rather than visual.
The paper says, at Fig. 2, lower panel
Pith says: minor objection 6 of 8
The correlation lengths xi_A[j] and xi_phi[j] are central to the Abelianization discussion but are not defined in the Letter; footnote [22] addresses gauge invariance only. Please give the definitions explicitly, in the caption or in a short appendix, so the lower panel can be read without consulting Ref. [7].
The paper says, at Fig. 2, upper panel, and text on C-bar
Pith says: minor objection 7 of 8
The decay rate of C-bar is described as 'much smaller (and also less constant once the decay begins)' than in the toy model. Please give a fitted range for the decay rate, or state that no constant rate can be extracted, so the contrast with Ref. [7] is quantified.
The paper says, at Sec. 'Discretized Hard-Loop Dynamics', Eq. (11)
Pith says: minor objection 8 of 8
The normalization N(xi) and the relation between m^2 in Eq. (11) and the isotropic Debye mass m_D(0) should be stated numerically for xi = 10, since all subsequent dimensionful scales are quoted in units of m_infinity and the conversion is otherwise left to the reader.
What would settle it
Extend the simulation to 2+1 dimensions by adding one transverse spatial dimension while keeping the same N=100 momentum discretization, xi=10, and random-seed initial conditions. Compare the late-time growth rate of jrms and the onset of the subexponential phase against the 1+1D run. If the 2+1D growth rate falls appreciably below gamma* or if saturation sets in earlier than in 1+1D, the generality of the central claim is undermined; if the growth rate and the briefness of the subexponential phase are preserved, the concern is largely answered.
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 major revision: 3 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
This is the paper that moved the non-Abelian Weibel story from a static toy model to the real thing. Arnold and Lenaghan (ref. [7]) had used j = μ²A, which throws away the frequency dependence and the nonlinearity of the hard-loop action. Rebhan, Romatschke and Strickland discretize the full nonlinear auxiliary-field formulation of ref. [6] and evolve it on a lattice. That is a real step, and the result — exponential growth of j_rms continuing into the strongly nonlinear regime, with only a short subexponential dip — is the one everybody in this corner of the field quotes. The linear-regime checks are done properly: Fig. 1 compares the discretized growth rate at N = 100 against the continuum, and the asymptotic mass comes out to 0.017%. Gauss law holds to machine accuracy, total energy to better than 1% over a growth of 10⁶ in soft-field energy. That is careful work, and the numbers are all in the text so you can check them yourself. The hard-loop and static-distribution assumptions are flagged in footnote [20] and are standard for the program; I would not hold those against them. The soft spot that matters is dimensionality. The simulation imposes z-only initial conditions, so the whole evolution is 1+1D. The authors justify this for the linear regime — the unstable modes are transverse standing waves — but the central claim is about the nonlinear regime, where that argument does not carry. In 1+1D the transverse mode coupling and spatial cascade that would be the natural saturation channel in 3+1D simply are not there. Footnote [21] covers seed fields and N, not dimensionality, so it does not close this. The abstract states the result for non-Abelian plasma instabilities generally, without the qualifier; the body does say 'dimensionally reduced', so it is not hidden, but the abstract overreaches. Secondary: one configuration, no error bars, and N = 100 is validated only linearly. Also, 'do not saturate until they begin to have large effects on hard particles' is an extrapolation — the run stops before the stated breakdown. None of this kills the result; it bounds it. Worth a serious referee, and worth citing, with the 1+1D caveat attached.
The strongest objection
The evidence for [abstract:s2] is a single SU(2) run in which 'only z-dependent initial conditions are imposed' so that 'the entire dynamics proceeds 1+1-dimensionally.' The authors justify this reduction for the linear regime ('in the linear (Abelian) regime [the unstable modes] are formed by (superpositions of) transverse standing waves'), but the central claim concerns the strongly nonlinear regime, where that justification does not carry over. In 1+1D the only nonlinearity is the self-interaction of z-dependent modes; the transverse mode coupling and spatial cascade that would be the natural saturation channel in 3+1D are excluded by construction. The paper does not discuss whether the observed 'does not saturate' behavior is representative of 3+1D. Footnote [21] addresses seed and N variation ('a few dozen configurations with randomly varying seed fields and different N') but not dimensionality, so it does not close this gap. The abstract states the result for 'non-Abelian plasma instabilities' generally, without the 1+1D qualifier. A secondary point: the simulation stops before the stated hard-loop breakdown ('Eventually there will be a point where the hard-loop approximation breaks down'), so 'do not saturate until they begin to have large effects on hard particles' is an extrapolation from the observed growth, not a directly observed endpoint.
The reader's weakest_assumption, that N=100 is validated only in the linear regime, is a real gap, but it is partly addressed by footnote [21], which reports checks with different N and seeds, and the linear-regime agreement in Fig. 1 is strongest near k*, where the nonlinear growth is measured. The more load-bearing gap is dimensional: the nonlinear claim is drawn from a 1+1D reduction whose justification is explicitly linear-regime only, and the abstract does not carry the qualifier. This is a scope limitation the authors acknowledge in the body but do not weigh for the nonlinear conclusion. I therefore agree only partially with the reader: the N-convergence and single-configuration points are secondary, and the primary concern is whether 1+1D nonlinear saturation is representative of 3+1D. The verdict remains CONDITIONAL; the conditionality should be sharpened to name the dimensional reduction rather than the N discretization. The paper's other checks (Gauss law to machine accuracy, energy conservation to under 1%, agreement of linear growth rates and asymptotic mass with the continuum) are genuine independent support and are not in question.
The referee's report
If it holds, the result is important: it is the first evidence that the nonlinearities of the non-Abelian hard-loop equations do not choke off the Weibel-type instability before it can deflect hard particles, which is the premise of the plasma-instability route to fast apparent thermalization. The work has real methodological strengths that should be named. The lattice implementation retains the full frequency dependence and dynamical nonlinearity of the hard-loop action rather than the static toy-model approximation of Ref. [7], which is a genuine step forward. The discretization is benchmarked quantitatively against parameter-free analytic results in the linear regime, both the full growth-rate curve gamma(k) (Fig. 1) and the asymptotic mass (reproduced to 0.017% at N = 100), which is a meaningful validation of the momentum-space patching. The scheme is systematically improvable in N, and the paper is explicit about the approximation under which the effective theory is derived (A_mu << |p|/g) and about where it must eventually fail. The prediction that exponential growth resumes in the strongly nonlinear regime is falsifiable by 3+1-dimensional simulations and by larger-N studies
Pith's reading of the paper (a machine's summary, not the authors')
Relativistic heavy-ion collisions appear to thermalize faster than ordinary particle scattering can explain, and one candidate explanation is that the quark-gluon plasma is born with a strong momentum-space anisotropy, which drives Weibel-type instabilities that grow exponentially and deflect hard particles. The worry has always been that in a non-Abelian theory the growing fields would interact with themselves strongly enough to choke off the instability before it could do that work. This paper takes the hard-loop effective action for an anisotropic plasma, keeps its full nonlinearity and frequency dependence, discretizes the continuous set of momentum directions into $N=100$ auxiliary fields, and evolves the resulting equations on a one-dimensional lattice for an SU(2) gauge group. The result is that the current and the transverse chromomagnetic energy grow at close to the linear-theory rate both before and after the fields become large, with only a brief subexponential pause around the onset of nonlinearity. If that holds, the instability has time to reach the hard particles, so it remains a viable route to fast apparent equilibration.
What carries the argument. The carrier is the hard-loop effective action for a plasma with an anisotropic momentum distribution, written in local form through auxiliary fields $W_β(x;v)$ that obey $[v·D(A)]W_β = F_{βγ}v^γ$ and source the Yang-Mills equation through an induced current. The technical step is to replace the continuous sphere of momentum directions $v$ by a finite patch partition, giving $N$ matrix-valued fields $W_v$ with fixed coefficients $a_v = m^2(1+ξv_z^2)^{-2}$ and $b_v = ξv_z a_v$, chosen so that the discretized current remains covariantly conserved. This keeps the nonlinearity and the nonlocality of the full hard-loop dynamics while making a real-time lattice simulation possible, and it improves systematically with $N$. The one-dimensional restriction to $z$-dependent fields is what makes the simulation tractable while still admitting the transverse standing waves that form the instability.
Core claim. The paper's claim is that non-Abelian plasma instabilities do not saturate at the onset of nonlinearity. Evolving the discretized hard-loop equations of motion for an anisotropic distribution with anisotropy parameter $ξ=10$ on a lattice of 10,000 sites with $N_z×N_φ = 20×5 = 100$ momentum directions, the authors track the root-mean-square current $j_{rms}$ and the energy in transverse chromomagnetic fields. Both rise exponentially at a rate only slightly below the linear-theory maximum $γ_*$, drop briefly into subexponential behavior when $j_{rms} ∼ m_∞^3/g$, and then resume exponential growth at close to the earlier rate. The measure of local non-Abelianness $ȂC$ does begin to decay once fields are strong, but far more slowly than in the earlier static toy model, and the Abelianization correlation length stays bounded at roughly the scale of maximal growth $λ_* = 2π/k_*$ rather than growing to the lattice size. Longitudinal field components, absent from the initial conditions and therefore purely non-Abelian in origin, appear and grow at twice the transverse rate, producing a rearrangement that delays but does not stop the exponential phase.
The premise it rests on. The load-bearing premise is that a fixed set of 100 momentum directions reproduces the nonlinear hard-loop dynamics faithfully, even though the discretization is benchmarked against the continuum only in the linear regime, and the paper's convergence evidence is a footnote reporting a few dozen runs at different $N$ rather than a quantitative study.
If the paper is right (Pith's inferences, not the authors')
The instability can deposit energy from hard particles into soft collective fields until the hard-loop approximation itself breaks down, rather than being cut off by its own nonlinearities.
Anisotropy-driven plasma instabilities remain a candidate explanation for the fast apparent thermalization seen in relativistic heavy-ion collisions.
Because longitudinal chromoelectric and chromomagnetic components grow at roughly twice the transverse rate once they appear, the late-time field composition of an unstable plasma is not simply the transverse-magnetic-dominated picture of the linear regime.
Abelianization of the unstable modes is real but limited: correlated domains stay near the scale of maximal growth instead of expanding to the whole system, so the dynamics never becomes effectively Abelian.
Any calculation that treats the unstable sector as saturating at the toy-model static limit will misestimate how much energy reaches the soft sector.
The nonlinear growth rate is the load-bearing number, and it is quoted for a single discretization ($N=100$) at a single anisotropy ($ξ=10$); a convergence study in $N$ and a scan in $ξ$ would turn the qualitative claim into a quantitative one.
Since the simulation is 1+1-dimensional in the collective fields while the hard particles remain 3+1-dimensional, the natural next test is whether allowing transverse spatial dependence changes the subexponential pause or the Abelianization scale.
If the growth survives to the point where soft energy rivals hard energy, the backreaction on the distribution function becomes the real frontier; the hard-loop framework used here is precisely where that backreaction is switched off.
The bounded Abelianization length suggests the unstable plasma settles into a patterned state with a preferred scale set by $λ_*$, which is in principle an observable signature rather than only a simulation detail.
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The paper
Abstract
Non-Abelian plasma instabilities may be responsible for the fast apparent quark-gluon thermalization in relativistic heavy-ion collisions if their exponential growth is not hindered by nonlinearities. We study the real-time evolution of instabilities in an anisotropic non-Abelian plasma with an SU(2) gauge group in the hard-loop approximation. We find exponential growth of non-Abelian plasma instabilities both in the linear and in the strongly nonlinear regime, with only a brief phase of subexponential behavior in between.
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
“We find exponential growth of non-Abelian plasma instabilities both in the linear and in the strongly nonlinear regime, with only a brief phase of subexponential behavior in between.”
How the main claim is stated: asserted 1.00
What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.31 · human participants 0.01 · controlled comparison 0.05 · randomized assignment 0.01 · states quantitative result 0.08 · compares with prior results 0.12 · mentions code or data availability 0.02
The abstract, sentence by sentence
This table labels the abstract only (arXiv listing abstract v3). The number is the probability the classifier gave the label.
| Sentence | Role | The authors' own work | States the main conclusion | Strength |
|---|---|---|---|---|
| Non-Abelian plasma instabilities may be responsible for the fast apparent quark-gluon thermalization in relativistic heavy-ion collisions if their exponential growth is not hindered by nonlinearities. | background 0.98 | 0.05 | 0.09 | hedged possibility 1.00 |
| We study the real-time evolution of instabilities in an anisotropic non-Abelian plasma with an SU(2) gauge group in the hard-loop approximation. | contribution 0.65 | 0.94 | 0.03 | asserted 0.73 |
| We find exponential growth of non-Abelian plasma instabilities both in the linear and in the strongly nonlinear regime, with only a brief phase of subexponential behavior in between. | result 1.00 | 0.97 | 0.90 | asserted 1.00 |
What kind of paper the classifier reports this is: simulation study 0.97 · evidence from simulation or computation 0.99
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- S sections
- T body sentences
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How the labels were made
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References (23)
- [7] P. Arnold and J. Lenaghan, Phys. Rev. D 70, 114007 (2004) on Pith
- [6] S. Mr´ owczy´ nski, A. Rebhan and M. Strickland, Phys. Rev. D 70, 025004 (2004) on Pith
- [20] In Ref. [6] the distribution function is assumed to be co n- stant in space and time. This is certainly not the most general situation imaginable in real heavy-ion collisions . However, the growth rate of the plasma instabilities is expected to be such that the time dependence... on Pith
- [21] We have convinced ourselves of its generic nature by evolving, on various lattices, a few dozen configurations with randomly varying seed fields and different N on Pith
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- [4] P. Romatschke and M. Strickland, Phys. Rev. D 68, 036004 (2003); arXiv:hep-ph/0406188 on PithPith's reviewarXiv
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- [8] P. Arnold, J. Lenaghan, G. D. Moore and L. G. Yaffe, Phys. Rev. Lett. 94, 072302 (2005) on Pith
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- [14] J. P. Blaizot and E. Iancu, Phys. Rept. 359, 355 (2002) and references therein on Pith
- [15] J. C. Taylor and S. M. H. Wong, Nucl. Phys. B 346, 115 (1990); J. Frenkel and J. C. Taylor, Nucl. Phys. B 374, 156 (1992); E. Braaten and R. D. Pisarski, Phys. Rev. D 45, 1827 (1992) on Pith
- [16] J. P. Blaizot and E. Iancu, Nucl. Phys. B 417, 608 (1994) on Pith
- [17] D. B¨ odeker, G. D. Moore and K. Rummukainen, Phys. Rev. D 61, 056003 (2000) on Pith
- [18] For a more efficient method in the case of Abelian isotropic plasmas see A. Rajantie and M. Hindmarsh, Phys. Rev. D 60, 096001 (1999), who also discussed dis- cretized v’s on Pith
show 3 more
- [19] J. P. Blaizot and E. Iancu, Nucl. Phys. B 421, 565 (1994) on Pith
- [22] This definition coincides with the definition in Ref. [7] in the simplifying case (10), but is gauge invariant also when the restriction to 1+1 dimensional configurations is removed on Pith
- [23] In the model of Ref. [7] the situation is again different: Because k∗ is zero there, the dominant energy component is from transverse electric fields, whereas the relative im- portance of magnetic fields drops with time on Pith
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How the literature uses it
34 arXiv papers cite this in 39 sentences
Papers citing it · 26 sentences without a confident label
Compares with it 2 papers
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It does not mean, however, that our results are just what has been observed in $1 + 1$ dimensional simulations [ref] , where the growth continues beyond the non-abelian saturation limit.
Non-abelian plasma instabilities for strong anisotropy · Non-weak field initial conditions · 0.85
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Also, to make a clear comparison with the Weibel instability and the hard-loop estimates (especially early works [ref] ), it would be useful to simplify the MV-model setup in (1+1) dimensions without transverse dependences in such a way not to lose the qualitative features of the Glasma instability that we will see in the section [ref].
The evolving Glasma · Initial Configurations · 0.88
Cites it as support 1 paper
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This decay is chaotic and turbulent [ref] - [ref] Two field configurations initially very similar deviate from one another exponentially in time.
Theoretical Concepts for Ultra-Relativistic Heavy Ion Collisions · The Decay of the Glasma and Thermalization · 0.98
Cites it as background 10 papers
-
Efforts to realistically model the pre-equilibrium stage include transport dynamics [ref] motivated by thermalization studies in strong and weakly coupled field theories [ref] .
Applying Bayesian parameter estimation to relativistic heavy-ion collisions: simultaneous characterization of the initial state and quark-gluon plasma medium · Parametric initial conditions · 0.90
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The identification of the deconfined phase of quarks and gluons at the Relativistic Heavy Ion Collider, a phase akin to a nonabelian plasma, has led to a number of investigations on instabilities in a nonabelian plasma [ref] .
A Note on Schwinger Mechanism and a Nonabelian Instability in a Nonabelian Plasma · Introduction · 0.99
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Many calculations have been performed in this framework both analytically [ref] and numerically [ref] .
Time evolution of linearized gauge field fluctuations on a real-time lattice · Introduction · 0.89
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