Cited by 1,294Noncommutative and Quantum Gravity TheoriesRelativity and Gravitational TheoryBlack Holes and Theoretical Physics

General relativity as an effective field theory: The leading quantum corrections

Open access
Donoghue, John F.·1994·Physical Review D

Abstract

I describe the treatment of gravity as a quantum effective field theory. This allows a natural separation of the (known) low energy quantum effects from the (unknown) high energy contributions. Within this framework, gravity is a well-behaved quantum field theory at ordinary energies. In studying the class of quantum corrections at low energy, the dominant effects at large distance can be isolated, as these are due to the propagation of the massless particles ( including gravitons) of the theory and are manifested in the nonlocal and/or nonanalytic contributions to vertex functions and propagators. These leading quantum corrections are parameter-free and represent necessary consequences of quantum gravity. The methodology is illustrated by a calculation of the leading quantum corrections to the gravitational interaction of two heavy masses.

AI snapshot

Written from the paper’s full text.

TL;DR

Donoghue treats general relativity as a quantum effective field theory and isolates parameter-free leading quantum corrections from long-distance propagation of massless particles. As an example, he computes the leading one-loop quantum correction to the gravitational potential between two heavy masses.

Key findings

  • General relativity can be organized as an effective field theory with a derivative expansion, separating known low-energy quantum effects from unknown high-energy contributions; gravity is well behaved quantum mechanically at ordinary energies.
  • The leading quantum corrections are nonanalytic terms such as \(\ln(-q^2)\) and \(m/\sqrt{-q^2}\) generated by loops of massless particles; they are parameter-free except for Newton’s constant \(G\) and dominate at large distances.
  • For two heavy masses, the leading quantum-corrected potential is \(V(r)=-\frac{Gm_1m_2}{r}\left[1-\frac{G(m_1+m_2)}{rc^2}-\frac{127}{30\pi^2}\frac{G\hbar}{r^2c^3}\right]\).
  • One-loop divergences renormalize higher-curvature coefficients, e.g. \(c_1^{(r)}=c_1+\frac{1}{960\pi^2\epsilon}\) and \(c_2^{(r)}=c_2+\frac{7}{160\pi^2\epsilon}\), with higher powers of \(R\) appearing at higher loops.

Methods

  • Theoretical effective-field-theory treatment: expands the metric about a smooth background, fixes gauge, includes Faddeev-Popov ghosts, and uses the background-field method to organize one-loop corrections.
  • Computes one-particle-reducible graviton exchange for two heavy spinless masses, including vertex and vacuum-polarization corrections, and extracts the nonanalytic parts of Feynman integrals using dimensional regularization.
  • No experimental sample; uses prior one-loop divergence results and appendix integrals for the leading nonanalytic terms.

Limitations

  • Stated: no known observable is sensitive to reasonable values of the \(O(p^4)\) coefficients \(c_1,c_2\); the theory is strongly coupled at \(E>M_{\rm Planck}\), and large metric fluctuations/topology-changing configurations are not handled.
  • Stated: extreme infrared issues from singularity theorems and horizons are discussed but not resolved; the example calculation is one-loop and nonrelativistic, and soft radiative effects are not included for phenomenological use.
  • Evident from the text: the result relies on effective-field-theory separation and unknown high-energy coefficients, and the numerical coefficient in the potential depends on the precise definition of the potential.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1103/physrevd.50.3874

Cites

38 of 38 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 9 cited sources checked · 0 supported · 0 flagged

  • Findingnone given
    § 2 General Relativity and its Quantization

    The low-energy fluctuations are very weakly coupled, with a typical strength κ^2 q^2 ∼ 10^-40 [10^-70] for q^2 ∼ 1/(1 fm)^2 [q^2 ∼ 1/(1 m)^2].

    “However, the low energy fluctua- tions are very weakly coupled, with a typical strength κ2q2 ∼ 10−40[10−70] for q2 ∼ 1/(1fm)2 [q2 ∼ 1/(1m)2].”
    Quote in the paperSubstantial claim
  • Findingreasoning
    § 4 Leading Quantum Corrections

    The full matrix element has the form M_full = A q^2 (1 + α κ^2 q^2 + β κ^2 q^2 ln(-q^2) + ...).

    “Mfull = A q2 ( 1 + ακ2q2 + βκ2q2 ln (−q2) + . . . )”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Gravitons are the only low-energy particles which are remnants of the full gravity theory.
  • Findingreasoning
    § 1 + F

    The diagrams of Fig. 4d, 4e, and 4f do not have any nonanalytic terms of the form considered here because the matter fields are massive or the loop integrals are independent of q2.

    “The diagrams of Fig. 4d,e,f do not have any non-analytic terms of the form considered here because the matter fields are massive or the loop integrals are independent of q2.”
    Quote in the paperSubstantial claim
  • Findingreasoning
    § 1 + F

    The nonanalytic terms lead to power law behavior, as shown by the Fourier transforms in Eq. 60.

    “The non analytic terms however lead to power law behavior since ∫ d3q (2π)3 e−i~q·~r 1 q = 1 2π2r2 ∫ d3q (2π)3 e−i~q·~rln~q2 = −1 2π2r3 (60)”
    Quote in the paperSubstantial claim
  • Findingreasoning
    § 1 + F

    The resulting nonanalytic contributions to F1 and F2 are given by Eq. 68.

    “The resulting non- analytic contributions to F1, F2 are then F1(q 2) = 1 + κ2 32π2 q2 [ −3 4 ln(−q2) + 1 16 π2m√ −q2 ] F2(q 2) = κ2m2 32π2 [ −4 3 ln(−q2) + 7 8 π2m√ −q2 ] (68)”
    Quote in the paperSubstantial claim
  • May combine two claims. 28
  • Classified as probably not a substantial claim. 13
  • May combine two claims.

    Findingreasoning
    § 1 + F

    For Fig. 4c, ∆F1 = 0 and ∆F2 = κ2m2/(32π2) [−13/3 ln(−q2)].

    “For Fig. 4c, I obtain ∆F1 = κ2q2 32π2 [0 + 2 + 0 − 2] ln(−q2) = 0 (66) ∆F2 = κ2m2 32π2 [ −25 3 + 0 + 2 + 2 ] ln(−q2) = κ2m2 32π2 [ −13 3 ln(−q2) ] . (67)”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingreasoning
    § 1 + F

    When constructing the potential, the related form in Eq. 72 is needed.

    “When we construct the potential, a related form will be needed Pµν,αβΠαβ,γδPγδ,ρσ = κ2q4 32π2 [ 21 120 (ηµρηνσ + ηνρηµσ) + 1 120 ηµνηρσ ] [ −ln(−q2) ] + . . . (72)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § 1 + a

    Diagrams 4d, 4e, and 4f will not contribute to the leading quantum corrections, so only diagrams 4b and 4c need to be calculated.

    “We will argue below that Fig. 4d,e,f will not contribute to the leading quantum corrections, so that we need to calculate only diagrams 4b and 4c.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning
    § 1 + F

    In these formulas c1 and c2 are unknown parameters from the higher order Lagrangian, l7 and l8 are calculable constants, l7 is divergent, and the combination (c1+c2+l7) forms a renormalized parameter that could in principle be measured.

    “In these formulas c1 and c2 are the unknown parameters from the higher order Lagrangian of Eq. 20, and ℓ7, ℓ8 are constants calculable in the vacuum polarization diagram. Again ℓ7 is divergent, but the combination (c1+c2+ℓ7) forms a renormalized parameter which could in principle be measured.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning
    § 2 + κ2m2

    The constants l1 and l4 will in general be divergent, while l2, l3, l5, and l6 must be finite.

    “The constants ℓ1 and ℓ4 will in general be divergent, while ℓ2, ℓ3, ℓ5 and ℓ6 must be finite.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning
    § 1 + F

    qμ τμν αβ,γδ = 0 in any diagram, and the vanishing occurs individually for each of the terms in the square brackets of Eq. 53.

    “qµτµν αβ,γδ = 0 (64) in any diagram, where in fact the vanishing of the results occurs individually for each of the terms in the square brackets of Eq. 53.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    The leading quantum corrections are parameter-free and represent necessary consequences of quantum gravity.

    “These leading quantum corrections are parameter-free and represent necessary consequences of quantum gravity.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Gravitons are the only low-energy particles which are remnants of the full gravity theory.
  • May combine two claims.

    Interpretationreasoning
    § 1 + κ2q2ci ≈ 1 +

    Loop diagrams involve more gravitons than tree diagrams, hence more factors of κ, which by dimensional analysis means that they have the same structure as higher-order terms in the energy expansion.

    “Loop diagrams involve more gravitons than tree diagrams, hence more factors of κ, which by dimensional analysis means that they are the same structure as higher order terms in the energy expansion.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given
    § 1 + κ2q2ci ≈ 1 +

    Ultraviolet divergences arise in a region where the low-energy effective theory may not be reliable, and hence the divergences may not be of deep significance.

    “These arise in a region where the low energy effective theory may not be reliable, and hence the divergences may not be of deep significance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 + κ2q2ci ≈ 1 +

    The divergences are consistent with the underlying general covariance and must occur in forms similar to terms in the most general possible effective Lagrangian.

    “The divergences are consistent with the underlying general covariance, and must occur in forms similar to terms in the most general possible effective Lagrangian.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisenone given
    § 3 Gravity as an Effective Field Theory

    The effective field theory method is not a change in the rules of quantum mechanics, but a procedure that organizes the calculation and separates high-energy effects from known low-energy effects.

    “The method is not a change in the rules of quantum mechanics, but is rather a procedure which organizes the calculation and separates out the effects of high energy from the known quantum effects at low energy.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation
    § 2 + c2RµνR

    In the low-energy region, the effect of R^2 is just a small correction to the behavior of the pure Einstein theory and no bad behavior is introduced.

    “In the low energy region the effect of R2 is just a small correction to the behavior of the pure Einstein theory and no bad behavior is introduced.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given
    § 4 Leading Quantum Corrections

    Similar comments apply if interactions other than gravity are present; a theory with massless particles such as photons in QED can generate nonanalytic behavior in loop amplitudes when the photons are coupled to gravity.

    “For example a theory with massless particles, such as photons in QED, can also generate nonanalytic behavior in loop amplitudes when the photons are coupled to gravity.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given
    § 5 Example: The Gravitational Potential

    The gravitational interaction of two heavy objects close to rest is described in lowest order by the Newtonian potential energy V(r) = −Gm1m2/r.

    “The gravitational interaction of two heavy objects close to rest described in lowest order by the Newtonian potential energy V (r) = −Gm1m2 r (38)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 Introduction

    The leading quantum corrections are independent of the eventual high-energy theory of gravity, depending only on the massless degrees of freedom and their low-energy couplings, and are therefore true predictions of quantum general relativity.

    “Because they are independent of the eventual high energy theory of gravity, depending only on the massless degrees of freedom and their low energy couplings, these are true predictions of quantum general relativity.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Gravitons are the only low-energy particles which are remnants of the full gravity theory.
  • May combine two claims.

    Interpretationreasoning
    § 4 Leading Quantum Corrections

    Nonanalytic effects cannot be equivalent to local contributions, and hence are unmistakable signatures of the low-energy particles.

    “However nonanalytic effects cannot be equivalent to local contributions, and hence are unmistak- able signatures of the low energy particles.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Gravitons are the only low-energy particles which are remnants of the full gravity theory.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given
    § 3 Gravity as an Effective Field Theory

    If the pion mass were taken to zero, long-distance effects similar to those from graviton loops would be found.

    “If the pion mass were taken to zero, as can be easily achieved theoretically, long distance effects similar to those from graviton loops would be found.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § 5 Example: The Gravitational Potential

    The Newtonian potential is modified in general relativity by higher order effects in v2/c2 and by nonlinear terms in the field equations of order Gm/rc2.

    “This is modified in general relativity by higher order effects in v2/c2 and by nonlinear terms in the field equations of order Gm rc2 (which are of the same order as v2/c2).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7] [7] S. Weinberg, Gravitation and Cosmology (Wiley, New York; 1972).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning
    § 4 Leading Quantum Corrections

    Therefore the low energy contribution can be dominant, and the uncertainty caused by the unknown high energy theory is minimal.

    “Therefore the low energy contribution can be dominant, and the uncertainty caused by unknown high energy theory is minimal.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 + κ2q2ci ≈ 1 +

    The result is a divergence at order p^4 and can be absorbed into c1 and c2.

    “The result is a divergence at order p4 and can be absorbed into c1, c2.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 4 Leading Quantum Corrections

    The imaginary pieces arise from rescattering of on-shell intermediate states and can never be contained in a local Lagrangian.

    “The imaginary pieces arise from the rescattering of on-shell intermediate states, and can never contained in a local Lagrangian.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 + a

    Quantum corrections arise from loop diagrams, involve an extra power of κ2 ∼ G, and if they are quantum corrections they will be at least linear in hbar.

    “Since they arise from loop diagrams, they will involve an extra power of κ2 ∼ G, and if they are quantum corrections they will be at least linear in h̄.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § 1 − G(m1 + m2)

    This potential conforms to the general structure of the gravitational interactions given in Eq. 41.

    “This conforms to the general structure of the gravitational interactions given in Eq. 41.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § 6 The Extreme Low Energy Limit

    The gravitational effective field theory would work over scales with small curvatures, but would not be able to work on scales that encompass the putative singularity.

    “The gravitational effective field theory would work over scales which have small curvatures, but would not be able to work on scales which encompass the putative singularity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § 6 The Extreme Low Energy Limit

    Quantum information that would otherwise have flowed to infinity disappears into the black hole, and quantum coherence is lost on the largest time scales.

    “Quantum information that would have otherwise flowed to infinity disappears into the black hole. Quantum coherence is lost on the largest time scales.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 + F

    Linear analytic terms in q2 in the form factors yield constants in the interactions, which correspond to a point (delta function) interaction.

    “Linear analytic terms in q2 in the form factors yield constants in the interactions, which in turn correspond to a point (delta function) interaction”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given
    § 6 The Extreme Low Energy Limit

    Black holes can exist which have their horizon in low curvature regions.

    “Black holes can exist which have their horizon in low curvature regions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given
    § 6 The Extreme Low Energy Limit

    We expect modifications to the theory on the high energy side.

    “We expect modifications to the theory on the high energy side.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given
    § 6 The Extreme Low Energy Limit

    Another global potential problem in the extreme infrared is the existence of horizons.

    “Another global potential problem in the extreme infrared is the existence of horizons.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Study design and conductreasoning
    § 1 + F

    These conditions provide a set of checks on the calculation that were found to be useful.

    “These conditions provide a set of checks on the calculation that were found to be useful.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § 1 + F

    Fig. 4d has an infrared divergence similar to that of the vertex correction in QED, which can be handled by including soft radiative effects.

    “Fig. 4d does have an infrared divergence similar to that of the vertex correction in QED. This can be handled in the same fashion as the QED case,[20] i.e., by including soft radiative effects.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] [20] This is discussed in most field theory texts; see e.g., J.D. Bjorken and S. Drell, Relativistic Quantum Field Theory, (McGraw Hill, NY, 1964).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning
    § 6 The Extreme Low Energy Limit

    The existence of horizons is not a problem in a local patch near the horizon, but may lead to difficulties if the region is extended to all of spacetime.

    “This is not a problem in a local patch near the horizon, but may lead to difficulties if we extend the region to all of space-time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 − G(m1 + m2)

    In gravity, quantum corrections remain even as m → ∞ and share the same dependence on m as the classical theory.

    “In the case of gravity this does not work, as the quantum corrections remain even as m → ∞ and in fact share the same dependence on m as does the classical theory.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 1 + F

    Constants in the propagator lead to a δ3(x) interaction, while the logarithm corresponds to a long range effect.

    “As above, constants in this propagator lead to a δ3(x) interaction, while the logarithm corresponds to a long range effect.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given
    § 1 + F

    By focusing only on the nonanalytic terms, the calculation is simplified, and these terms are independent of the regularization scheme.

    “By focusing only on the non-analytic terms, we simplify the calculation somewhat. These are independent of the regularization scheme.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given
    § 7 Summary

    Gravity and quantum mechanics seem to be compatible over a large range of energies corresponding to our range of experience in physics.

    “Gravity and quantum mechanics seem to be compatible over a large range of energies corresponding to our range of experience in physics.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § 2 + κ2m2

    It is logical and technically feasible to combine l1 and l4 with the constants di, producing the renormalized values in Eq. 57.

    “Therefore it is logical, as well as technically feasible, to combine ℓ1 and ℓ4 with the constants di, producing renormalized values d (r) 1 (µ2) = d1 + κ2ℓ1 d (r) 2 (µ2) + d (r) 3 (µ2) = d1 + d3 − κ2 ℓ4 4 (57)”
    Quote in the paperSubstantial claim
37 of 37
  • The authors state this as an assumption.

    The curvature is small and smooth throughout the space-time volume.

    “The curvature is assumed to be small and smooth throughout this space- time volume.”
  • The authors state this as an assumption.

    Gravitons are the only low-energy particles which are remnants of the full gravity theory.

    “We have implicitly assumed that gravitons are the only low energy particles which are remnants of the full gravity theory.”
  • The paper relies on this without support.

    The functional measure for large values of h can be ignored.

    “Since we are only interested in the small fluctuation and low energy configurations of hµν , we do not need to address issues of the functional measure for large values of hµν .”
  • The paper relies on this without support.

    The massless particles at low energy are the gravitons, photons, and maybe neutrinos.

    “The massless particles are the gravitons, photons and maybe neutrinos.”
  • The paper relies on this without support.

    The low energy couplings are contained in the Einstein action and depend only on the gravitational constant GN.

    “The low energy couplings are contained in the Einstein action and only depend on the gravitational constant GN .”
5 of 5

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • The appendix changes the massive propagator denominator

    Minor

    The appendix defines Iμ with a propagator denominator containing −m2, but defines Iμν with +m2. These are presented as members of the same integral family and are subsequently used in common mass-shell identities.

  • Mass-ratio term has the wrong low-energy limit

    Minor

    For a fixed nonzero mass m, making q2 very small makes |m/√−q2| large, not much less than one. The stated inequality contradicts the limit used to argue that this term dominates.

  • The F2 square-root term changes between equations

    Minor

    The result for F2 in Equation 65 has m2 in the numerator of its square-root term, while its stated combined result in Equation 68 has m. The intervening F2 contribution in Equation 67 has no square-root term.

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 5

  1. R.P. Feynman, 1963, Acta. Phys. Pol., 24, 697
  2. G. 't Hooft, 1974, Ann. Inst. H. Poincaré, A20, 69
  3. M. Veltman, 1976, Methods in Field Theory, Proceedings of the Les Houches Summer School, 1975, Les Houches, France, 1975
  4. H. Leutwyler, 1993, Proceedings of the XXVIth International Conference on High Energy Physics, Dallas, Texas, 1992
  5. M. Goroff, 1986, Nucl. Phys., B266, 799

Cited by

Sorted by citations

Authors
Donoghue, J. F.
Affiliations
University of Massachusetts Amherst (US)
Corresponding author
Donoghue, John F.
Venue
Physical Review D
Published
1994-09-15
Volume
50
Issue
6
Pages
3874-3888
ISSN
0556-2821 (ISSN-L)
OpenAlex
W2114878946
Cited by
1,294
References
38
Citations by year
2026: 94 · 2025: 128 · 2024: 79 · 2023: 87 · 2022: 77 · 2021: 85 · 2020: 116 · 2019: 62 · 2018: 47 · 2017: 48 · 2016: 52 · 2015: 45 · 2014: 25 · 2013: 26 · 2012: 26
FWCI
6.11
Type
journal article
Language
en
Open access
Locations
  • Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields (publishedVersion)
  • PubMed (publishedVersion)
  • arXiv (Cornell University) (submittedVersion)
  • ScholarWorks@UMassAmherst (University of Massachusetts Amherst) (submittedVersion)
  • CERN Document Server (European Organization for Nuclear Research) (submittedVersion)
  • arXiv (Cornell University)
Topics
  • Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Noncommutative and Quantum Gravity Theories
  • Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Relativity and Gravitational Theory
  • Physical Sciences › Physics and Astronomy › Nuclear and High Energy Physics › Black Holes and Theoretical Physics
Keywords
general relativity, quantum corrections, quantum gravity, graviton, effective field theory

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-01.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-01.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review