High Energy Physics - Phenomenology · arXiv:hep-ph/0403158 v2 · submitted 15 Mar 2004 · 98 references
Probing oscillations into sterile neutrinos with cosmology, astrophysics and experiments
The paper says
“We perform a thorough analysis of oscillation signals generated by one extra sterile neutrino, extending previous analyses done in simple limiting cases and including the effects of established oscillations among active neutrinos.”
more of the abstract
We consider the following probes: solar, atmospheric, reactor and beam neutrinos, Big-Bang Nucleosynthesis (helium-4, deuterium), Cosmic Microwave Background, Large Scale Structure, supernovae, neutrinos from other astrophysical sources. We find no evidence for a sterile neutrino in present data, identify the still allowed regions, and study which future experiments can best probe them: sub-MeV solar experiments, more precise studies of CMB or BBN, future supernova explosions, etc. We discuss how the LSND hint is strongly disfavoured by the constraints of (standard) cosmology.
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. A careful, useful assembly paper: the four-neutrino exclusion maps are the artifact worth having, and the null result holds up; only the LSND 'strongly disfavoured' line is calibrated a notch too hard. This line is wrong
3 major objections · 6 minor
How often objections from reviews like this one are right: not yet measured
Not checked: figures, code, what the 98 references say.
The paper says, at Abstract (s3), Sec. 7, Fig. 13
The review did not quote this passage.
Pith says: Objection 1 of 3 · major
The word 'strongly' in 'strongly disfavoured' is not calibrated against the paper's own numbers. Eq. (5) adopts Yp = 0.24 +/- 0.01, which the authors convert to N_nu = 2.4 +/- 0.7; with Eq. (4a) this places N_nu = 4 at roughly 2.3 sigma and the N_nu = 3.8 contour drawn in Fig. 13 at roughly 2 sigma, while the LSND region in the same figure is drawn at 99% C.L.
more of objection 1
Sec. 1 itself says 'it is not clear how much N_nu = 4 is disfavoured.' The Omega_nu h^2 bound is an independent constraint and does add weight, so the combined case may well be stronger than BBN alone; the request is that the authors state the joint statistical weight quantitatively (or soften 'strongly') rather than leave the reader to infer it from a 99% C.L. contour compared against a 2 sigma preference. This is a calibration issue in a secondary claim, not a defect in the null result, but it is the sentence most likely to be quoted.
The paper says, at Sec. 4.1, Eq. (11)
The review did not quote this passage.
Pith says: Objection 2 of 3 · major
The analytic level-crossing probability of Eq. (11) underpins every solar exclusion contour in Fig. 6, yet its accuracy is asserted rather than demonstrated. The text states that 'in all the parameter range P_C can be accurately approximated analytically' and gives a physics argument (reduction to Landau-Zener in the narrow-resonance limit, reduction to the standard two-neutrino formula when Delta m^2_as << Delta m^2_LMA), but no comparison against direct integration of i d rho/ds = [H, rho] is shown.
more of objection 2
The authors themselves flag the subtlety that 'sterile mixing sometimes redefines the flavour of the active neutrino involved in the crossing,' which is precisely where an uncontrolled approximation would bite. A validation figure comparing Eq. (11) to numerical evolution at a handful of representative four-neutrino points, including one where the crossing flavour is redefined, would make the solar results auditable.
The paper says, at Fig. 14 and Sec. 5.2
The review did not quote this passage.
Pith says: Objection 3 of 3 · major
The summary figure shades a single 'excluded' region that combines two different levels of evidence: 99% C.L. exclusions from solar, atmospheric, reactor and short-baseline data, and the SN1987A cut at a >70% deficit in the anti-nu_e rate, which Sec. 5.2 describes as 'nothing more than a reasonable arbitrary choice.'
more of objection 3
Because Fig. 14 is the figure readers will quote, the two categories should be visually distinguished (for example by hatching versus solid shading) and the caption should say which is which. As drawn, an arbitrary 70% cut carries the same visual weight as a statistical exclusion.
6 minor objections
The paper says, at Fig. 3 and Sec. 3.2
Pith says: minor objection 1 of 6
The panel letters used in the text do not match the printed layout. Sec. 3.2 refers to 'fig. 3a' for nu_1/nu_s, 'fig. 3b' for nu_2/nu_s, and 'fig. 3d (3e)' for nu_e/nu_s and nu_mu,tau/nu_s, whereas the figure as reproduced orders nu_e/nu_s and nu_mu,tau/nu_s first. The panel labels should be made explicit in the caption so the text references are unambiguous.
The paper says, at Sec. 4.2
Pith says: minor objection 2 of 6
The linearized marginalization is validated in Fig. 4 only around the LMA best fit. Since the sterile fits explore points where the deviation from LMA is larger, a spot-check of the linearization at one or two of the more distant allowed points (for example sample D or E of Fig. 7) would strengthen the claim that the approximation remains adequate there.
show 4 more
The paper says, at Sec. 6.2 and Sec. 7
Pith says: minor objection 3 of 6
The omission of the SK neutral-current-enriched sample is justified in Sec. 6.2, but the consequence is that the atmospheric constraint is indirect. The summary in Sec. 7 should say so explicitly, since 'atmospheric experiments exclude' reads as a direct measurement.
The paper says, at Reference [13]
Pith says: minor objection 4 of 6
Reference [13] is listed as 'hopefully to appear' yet is cited in Sec. 3 for BBN systematic uncertainties. Since published sources for those systematics are already in the reference list, the citation should be supplemented or replaced so that no load-bearing statement rests on an unpublished review.
The paper says, at Table 1
Pith says: minor objection 5 of 6
The symbol P_es appears in the table body but is not defined in the caption or the surrounding text; a one-line definition would help.
The paper says, at Typographical
Pith says: minor objection 6 of 6
Several small errors should be corrected: 'Continuos' in the Fig. 13 caption; 'Person chi^2' in footnote 15 (presumably Pearson); 'fig.a 4' in Sec. 4.2; the inconsistent 'Fig.s' plural; and the mixed British/American spellings 'disfavoured' and 'disfavored' across sections.
What would settle it
Recompute the confidence level at which the LSND 99% C.L. region of Fig. 13 is excluded by the helium-4 constraint, using the paper's own Yp = 0.24 ± 0.01 (Nν = 2.4 ± 0.7) rather than the Nν = 3.8 contour, and report the CL. If the exclusion is below ~3σ, 'strongly disfavoured' is not supported and the abstract should be softened to 'disfavoured at ~2σ.' As a second step, repeat the thermalization calculation with a neutrino asymmetry ξν ≈ 10⁻⁵ and report how much asymmetry is needed to move the LSND region below the BBN contour.
from the skeptic's reading
How the review went
4 readings by deepseek-v4.1-flash · 13 Nov 2026
- Reader holds up
- Skeptic partly agrees
- Editor wrote the verdict above
- Referee minor revision: 3 major objections, 6 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
Worth having as a reference, not as a page-turner. The real contribution is assembly: the sterile-neutrino limits had been computed one probe at a time in two-neutrino approximations, and this paper redoes them in a full four-neutrino framework with the LMA and atmospheric oscillations switched on. The six slices — mixing with nu_e, nu_mu, nu_tau, nu_1, nu_2, nu_3 — are the useful artifact, and Figs. 3, 6, 9, 11, 12 and 14 are what people will actually pull off the shelf. That is a genuine service even though every physics ingredient is cited from earlier work; the paper says so itself in abstract:s0 and does not oversell the novelty of the ingredients, only of the synthesis. Fine by me. The null result is solid. It is the easy kind of claim to defend, and the authors do the things you would want: they validate the linearized chi-squared marginalization against the full active-only fit (Fig. 4), they search numerically for local minima and find nothing better than a Delta-chi-squared of 3 to 4, and they state their approximations rather than burying them. Section 3's refusal to attach a probability to the BBN bound, on the grounds that the underlying cosmology is untested, is the right call and rarer than it should be. Where I would push back is the LSND line. The abstract's 'strongly disfavoured' does more work than the numbers support. Their own Yp = 0.24 +/- 0.01 gives N_nu = 2.4 +/- 0.7, which puts N_nu = 4 at barely 2 sigma, and Section 1 says outright that 'it is not clear how much N_nu = 4 is disfavoured.' The abstract's adverb and the body's hedge do not match. To be fair, the '(standard) cosmology' qualifier is right there in the abstract, and Section 3 discusses the lepton-asymmetry escape at length, so this is a calibration issue in a secondary claim, not a hidden assumption. The stress-test note has this right; the reader's worry that the qualifier is missing is wrong. Two smaller things: the 70 percent supernova deficit threshold is arbitrary and they say so, and there is no code, which for a computation they describe as three to four orders of magnitude heavier than a two-neutrino fit means nobody will replicate it soon. Send it out. It is a solid reference paper with one over-tuned adverb.
The strongest objection
The central claim selected by the record (abstract:s2, 'no evidence... identify allowed regions... study future probes') rests on the χ² fits and is robust: the authors validate the linearized marginalization against the full active-only fit (Fig. 4), report a numerical search for local minima (Sec. 4.4), and find no significant improvement. The soft spot is the secondary LSND corollary (abstract:s3). The paper's own numbers make 'strongly disfavoured' hard to sustain quantitatively. Eq. (5) adopts Yp = 0.24 ± 0.01, which the authors convert to Nν = 2.4 ± 0.7; with eq. (4a) this puts Nν = 4 at roughly 2.1σ and the Nν = 3.8 contour used in Fig. 13 at roughly 1.8σ. The LSND region in Fig. 13 is drawn at 99% C.L., so the comparison is a 99% C.L. region against a ~2σ preference. Sec. 1 itself says 'it is not clear how much Nν = 4 is disfavoured,' which sits awkwardly with the abstract's 'strongly.' Two mitigating points must be stated: the abstract does say '(standard) cosmology,' so the qualitative caveat is present, contrary to the reader's rationale; and the lepton-asymmetry escape is discussed at length in Sec. 3, so it is an acknowledged limitation, not a new finding. What remains is a calibration issue in a secondary claim, not a defect in the null result.
The reader correctly locates the cosmology premise as the soft spot for the LSND conclusion, and correctly notes that the lepton-asymmetry escape is acknowledged. Two refinements are needed. First, the abstract already says 'by the constraints of (standard) cosmology' (abstract:s3), so the qualifier the reader says belongs in the abstract is in fact present; the reader's rationale slightly overstates the omission. Second, because the authors discuss the asymmetry escape explicitly in Sec. 3, the review rules treat this as an acknowledged limitation rather than a new finding. What survives is a quantitative calibration point: 'strongly' versus the ~2σ preference implied by Yp = 0.24 ± 0.01. That point is real but attaches to a secondary claim (abstract:s3), not to the null result (abstract:s2), which is independently supported by the χ² fits, the numerical local-minimum search, and the Fig. 4 validation. Separately, the supernova section contains a locatable gap: Sec. 4.1 states that eq. (11) 'will necessitate an extension' for supernova neutrinos, yet Sec. 5.1 applies 'the level-crossing flavour matrices P already described at page 15' without displaying that extension. This is a genuine omission, but it is confined to the SN1987A shading that the authors themselves call an arbitrary 70% threshold, so it does not bear on the central claim. Reproducibility (no code, a computation the authors describe as three to four orders of magnitude heavier than a two-neutrino fit) is a real weakness but affects verifiability, not the correctness of the stated result. The ACCEPT verdict stands; the appropriate action is a one-sentence softening of the LSND sentence, not a change of verdict.
The referee's report
If the null result holds, this is a valuable reference analysis: it is one of the few studies to fit the full four-neutrino parameter space against solar, atmospheric, reactor and beam data simultaneously while folding in cosmological and astrophysical constraints, and it does so with a documented numerical method rather than order-of-magnitude estimates. Several elements deserve explicit credit. The density-matrix formalism with analytic averaging of fast oscillations (Sec. 6.1) is a genuine computational advance over brute-force averaging and is described concretely enough to be reimplemented. The linearized marginalization over Delta m^2_sun and theta_sun is validated against the full active-only fit in Fig. 4, which is exactly the check a reader wants. The paper makes falsifiable predictions for named future measurements: sub-MeV solar P_ee, Borexino day/night and seasonal variation, MINOS neutral-current rate, CNGS nu_tau appearance, and CMB/BBN sensitivity to N_nu. The LSND thermalization computation summarized in Fig. 13 is a quantitative statement that can be checked and, if wrong, refuted. The paper is also candid about its own weak points, which is a strength rather thana
Pith's reading of the paper (a machine's summary, not the authors')
The paper asks a narrow but consequential question: once the already-established solar and atmospheric oscillations among the three ordinary neutrinos are taken into account, how much room is left for a fourth, sterile neutrino? Earlier work answered this only in simplified corners — a sterile state mixed with a single flavour and split by a large mass. The authors redo the analysis in the general four-neutrino case, scanning the full space of mixing angle and mass splitting, and confront it with solar, atmospheric, reactor and beam data, with Big-Bang nucleosynthesis, the cosmic microwave background and large-scale structure, and with supernova neutrinos. They find no statistically significant evidence for a sterile state anywhere, map what survives, and rank which future measurements would tighten the frontier. The sharpest payoff is a negative one: if the LSND anomaly is read as a fourth neutrino at the electron-volt scale, standard cosmology says that neutrino would have been thermalized in the early universe, and the resulting helium and relic-density predictions sit outside what present data allow.
What carries the argument. The machinery is a four-by-four neutrino density-matrix treatment that stays tractable across an enormous parameter space. In the early universe, the authors evolve a $4×4$ density matrix with a Boltzmann equation combining a matter Hamiltonian with damping terms, separating total scattering rates (which destroy coherence between flavours) from annihilation rates (which change particle number), and applying the distinction in the $ν_μ±ν_τ$ basis so that coherence in the atmospheric sector is preserved. In the sun, they compute the evolution matrix as a product of non-adiabatic level-crossing rotations and adiabatic phases, with a generalized level-crossing probability $P_C = (e^{γ̃}cos^2θ_{mas}-1)/(e^{γ̃}-1)$ written in terms of the mixing angle and adiabaticity parameter evaluated at the crossing itself rather than in vacuum — the step that lets them handle multiple, overlapping resonances without numerically integrating the evolution equation. For atmospheric and beam neutrinos they average fast oscillations analytically by attaching a small imaginary part to the phase differences, replacing oscillating factors with their mean, which is far cheaper than brute-force numerical averaging. Fits to solar and KamLAND data are made fast by linearizing observables around the large-mixing-angle best fit and marginalizing the active oscillation parameters analytically.
Core claim. The claim is a null result with a map attached. Across every probe considered — helium-4 and deuterium from Big-Bang nucleosynthesis, the effective neutrino number at recombination, the neutrino contribution to the present energy density, solar and KamLAND data, supernova antineutrinos, and short-baseline plus atmospheric experiments — the authors find no statistically significant indication of an extra sterile neutrino, and they state that global fits improve by at most a few units of $χ^2$ when sterile parameters are added. What they deliver instead is the surviving region, presented in six representative slices corresponding to a sterile state mixed with $ν_e$, $ν_μ$, $ν_τ$, or with one of the three active mass eigenstates $ν_1$, $ν_2$, $ν_3$. The slices behave differently because mixing with a mass eigenstate produces oscillations at a single mass splitting that can be arbitrarily small, while mixing with a flavour eigenstate forces oscillations at three splittings that cannot all be small. The paper's most consequential corollary concerns LSND: in the 3+1 interpretation, the electron-volt-scale sterile neutrino falls well inside the region where it would thermalize before nucleosynthesis, so the primordial abundances should correspond to four neutrinos, and its relic density sits at or above the bound inferred from large-scale structure.
The premise it rests on. The LSND conclusion rests on assuming standard cosmology with a negligible neutrino lepton asymmetry and no initial sterile abundance, an assumption the authors state explicitly and then partially undercut by noting that a lepton asymmetry many orders of magnitude above the baryon asymmetry could suppress the oscillations and that consensus on thermalization is not settled.
If the paper is right (Pith's inferences, not the authors')
Any future claim of an electron-volt-scale sterile neutrino from a short-baseline appearance experiment has to contend with a cosmological prediction of four thermalized neutrinos, not three, and with a relic density near or above the large-scale-structure bound.
Sub-MeV solar neutrino measurements become the single most powerful probe of a class of sterile effects, because below a few MeV the sun still emits the lighter mass eigenstate that high-energy SNO and Super-Kamiokande data cannot see.
A sterile state mixed with $ν_1$ or $ν_2$ and nearly degenerate with it can distort the solar electron-neutrino survival probability only at low energy, leaving every high-energy measurement untouched — a blind spot that present data cannot close.
Supernova antineutrinos probe sterile oscillations at mass splittings down to roughly $10^{-18}$ eV$^2$ and can suppress the $\barν_e$ rate by up to about 80 percent, a range no terrestrial experiment reaches.
Improving the primordial helium-4 abundance, or better still the deuterium abundance together with the baryon density, is the most direct route to testing whether the number of thermalized neutrinos is three or four.
The paper's negative LSND verdict is conditional on a cosmological prior rather than on neutrino data alone, so a reader who discounts standard early-universe assumptions should treat the conclusion as scoped to that prior rather than as a general exclusion of the 3+1 scheme.
Because a large neutrino lepton asymmetry can suppress active-sterile oscillations in the early universe, a joint fit of helium-4 and deuterium — two observables rather than one — would be the cleanest way to close that escape route, since a single tuned parameter cannot simultaneously absorb both shifts.
The same density-matrix plus analytic level-crossing toolkit extends naturally to any light beyond-Standard-Model particle that mixes with neutrinos, so the computational contribution may outlast the specific sterile-neutrino bounds it was built to derive.
The paper's emphasis on low-energy solar neutrinos as the discovery channel suggests that the decisive next measurement is spectroscopic rather than tonnage-driven: a precise sub-MeV survival probability matters more than a larger high-energy detector.
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The paper
Abstract
We perform a thorough analysis of oscillation signals generated by one extra sterile neutrino, extending previous analyses done in simple limiting cases and including the effects of established oscillations among active neutrinos. We consider the following probes: solar, atmospheric, reactor and beam neutrinos, Big-Bang Nucleosynthesis (helium-4, deuterium), Cosmic Microwave Background, Large Scale Structure, supernovae, neutrinos from other astrophysical sources. We find no evidence for a sterile neutrino in present data, identify the still allowed regions, and study which future experiments can best probe them: sub-MeV solar experiments, more precise studies of CMB or BBN, future supernova explosions, etc. We discuss how the LSND hint is strongly disfavoured by the constraints of (standard) cosmology.
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 no evidence for a sterile neutrino in present data, identify the still allowed regions, and study which future experiments can best probe them: sub-MeV solar experiments, more precise studies of CMB or BBN, future supernova explosions, etc.”
How the main claim is stated: asserted 1.00
What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.24 · human participants 0.02 · controlled comparison 0.09 · randomized assignment 0.01 · states quantitative result 0.07 · compares with prior results 0.81 · 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 perform a thorough analysis of oscillation signals generated by one extra sterile neutrino, extending previous analyses done in simple limiting cases and including the effects of established oscillations among active neutrinos. | contribution 0.99 | 0.94 | 0.04 | asserted 0.97 |
| We consider the following probes: solar, atmospheric, reactor and beam neutrinos, Big-Bang Nucleosynthesis (helium-4, deuterium), Cosmic Microwave Background, Large Scale Structure, supernovae, neutrinos from other astrophysical sources. | method 0.77 | 0.46 | 0.02 | asserted 0.78 |
| We find no evidence for a sterile neutrino in present data, identify the still allowed regions, and study which future experiments can best probe them: sub-MeV solar experiments, more precise studies of CMB or BBN, future supernova explosions, etc. | result 0.98 | 0.95 | 0.84 | asserted 1.00 |
| We discuss how the LSND hint is strongly disfavoured by the constraints of (standard) cosmology. | result 0.56 | 0.56 | 0.12 | asserted 0.99 |
What kind of paper the classifier reports this is: theoretical result 0.55 · evidence from analysis of existing data 1.00
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, 3,770 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 (14)
Figures are the authors', reproduced from the paper.
References (98)
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Cited by 32 Pith papers
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Topics: Matter-Antimatter Asymmetry
How the literature uses it
38 arXiv papers cite this in 61 sentences
Papers citing it · 39 sentences without a confident label
Contests it 1 paper
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As a consequence, light neutrinos split into quasi-Dirac active-sterile pairs[In [ref] instead the authors consider active-active pairs of quasi-Dirac neutrinos, which have been ruled out by neutrino oscillation experiments [ref] .] where the mass squared splitting in the range $10^-12 - 10^-5 eV^2$ can be constrained by neutrino oscillation experiments which are sensitive to atmospheric and solar mass splitting [ref] .
Testing quasi-Dirac leptogenesis through neutrino oscillations · Introduction · contest 0.71
Uses its data or values 4 papers
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The characteristic atmospheric baseline is the Earth's radius $L ≈6000$ km, and the Super-Kamiokande constraint on constant pseudo-Dirac mass splittings is [ref]
Constraining Feeble Neutrino Interactions with Ultralight Dark Matter · Atmospheric neutrinos · 0.95
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According to [ref] $ΔN_eff ≈0.8$ is generated, if the $ν_s - ν_μ$ mixing is about $sin^2 β= 0.02$.
Solar neutrino spectrum, sterile neutrinos and additional radiation in the Universe · Extra radiation in the Universe and $ν_s - ν_3$ mixing · 0.92
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It constrains the number of thermalized neutrinos present at $T∼0.1-1$ to be $N_ν=2.5±0.7$ [ref] .
Sterile neutrino production in models with low reheating temperatures · Sterile neutrino production in oscillations · 0.97
Compares with it 1 paper
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Note that our bounds agree qualitatively with those obtained, under slightly different circumstances and after some re-interpretation of the relevant observables, in [ref] .
Pseudo-Dirac Neutrinos in the New Standard Model · Constraints from Experimental Data · 1.00
Cites it as background 14 papers
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Sterile neutrinos may also play the role of the dark matter, e.g., [ref] and affect a host of interesting cosmological and astrophysical processes, including the production of baryon [ref] and lepton [ref] asymmetries, Big Bang Nucleosynthesis [ref] , the evolution of the matter power spectrum [ref] , reionization [ref] , neutrino oscillations [ref] , pulsar kicks [ref] , and supernovae [ref] .
Constraining Sterile Neutrino Warm Dark Matter with Chandra Observations of the Andromeda Galaxy · Introduction · 0.95
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In particular, we want to explore the impact of a light sterile neutrino with mass $m_s∼1$ which has been thermalized by neutrino oscillations before neutrino decoupling at a temperature of the order of 1 MeV [ref] .
Light Sterile Neutrinos and Inflationary Freedom · Introduction · 0.83
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Thus, past analyses [ref] have considered various approaches that approximated the multi-momentum calculations to the evolution of an average momentum and/or reduced the number of active neutrino states.
Bounds on light sterile neutrino mass and mixing from cosmology and laboratory searches · Light sterile neutrinos in cosmology · 0.89
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