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Cosmology and Nongalactic Astrophysics · arXiv:2010.04180 v1 · submitted 8 Oct 2020 · 100 references

Improving Helium Abundance Determinations with Leo P as a Case Study

Erik Aver, Danielle A. Berg, Keith A. Olive, Richard W. Pogge, John J. Salzer, Evan D. Skillman

The paper says

“Currently, the primordial helium abundance is best estimated through spectroscopic observations of H II regions in metal-poor galaxies. However these determinations are limited by several systematic uncertainties which ultimately limit our ability to accurately ascertain the primordial abundance.”

more of the abstract

In this study, we improve the methodologies for solving for the reddening, the emission contributions from collisional excitation of the H I atoms, the effects underlying absorption in the H I and He I emission lines, and the treatment of the blended H I and He I emission at λ3889 with the aim of lowering the systematic uncertainties in helium abundance determinations. To apply these methods, we have obtained observations of the He I λ10830 emission line in the brightest H II region in the extremely metal-poor (3% Z⊙) galaxy Leo P with the LUCI1 instrument on the LBT. We combine this measurement with previous MODS/LBT observations to derive an improved helium abundance. In doing so, our present analysis results in a decrease in the uncertainty in the helium abundance of Leo P by approximately 70%. This result is combined with data from other observations to estimate the primordial helium mass fraction, Yp = 0.2453 ± 0.0034.

from the abstract

Pith says

Machine review · deepseek-v4.1-flash · 12 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. A careful, well-documented methods paper with a real new NIR datum; the central Yp number holds up, but the headline 70% reduction is statistical-only and the aP claim contradicts the paper's own table. This line is wrong

4 major objections · 9 minor

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The paper says, at Abstract (s2, s5), §4.1, Table 2

The review did not quote this passage.

Pith says: Objection 1 of 4 · major

The abstract states the aim as 'lowering the systematic uncertainties' (abstract:s2) and then reports as its headline result a 'decrease in the uncertainty in the helium abundance of Leo P by approximately 70%' (abstract:s5). The 70% figure is the ratio of MCMC intervals: +0.0084/-0.0062 in Skillman et al.

more of objection 1

(2013) versus +0.0025/-0.0018 here (Table 2). Those intervals are statistical only. The model holds fixed a substantial set of uncertain ingredients that are never propagated into σ(y+): the BPASS absorption scaling coefficients of Table 7 (averaged over 1-5 Myr with outliers discarded, §B.3), the n = 9-12 collisional strengths obtained from the 1/n^3 extrapolation of Eq. (B.8), the He emissivity grid of §B.1 (250 K, 31 densities), and the assumed Cardelli R = 3.1 reddening law of §B.2. If each of these contributes of order 0.001 in y+, the quadrature sum is comparable to the quoted ±0.0025 and the '70% reduction' becomes a statement about statistics rather than total uncertainty. The paper should either provide an explicit systematic error budget for Leo P (even a crude one, varying each fixed ingredient over its plausible range and quoting the induced shift in y+) or reword the abstract and §4.1 to say 'statistical uncertainty' and state plainly that systematics are not included. As written, the abstract's framing and its headline number are in tension.

The paper says, at §4.1 and Table 2

The review did not quote this passage.

Pith says: Objection 2 of 4 · major

Table 2 reports aP = 0.00 (+0.52/-0.00), τ = 0.00 (+0.13/-0.00), and ξ × 10^4 = 0 (+7/-0), all pinned at their lower bounds, while §4.1 states that 'aP is still well-constrained.' A parameter whose 68% interval runs from zero to an upper limit is not well-constrained; it is consistent with zero, and the quoted interval is one-sided.

more of objection 2

The same applies to τ and ξ. This matters for two reasons. First, the Δχ2 = 1 interval construction described in §2 and Appendix A assumes a parabolic likelihood minimum; at a physical boundary that assumption fails, and the upper limits should be described as such rather than as symmetric or near-symmetric uncertainties. Second, the paper's argument that the added Paschen lines justify the extra parameter aP rests on aP being determined; if aP is consistent with zero, the reader needs to know whether the Paschen lines are constraining absorption or only reddening, as §4.1 itself concedes ('primarily through the reddening'). Please state explicitly which parameters are boundary-limited, and consider quoting profile-likelihood upper limits for aP, τ, and ξ.

The paper says, at Table 3 and §B.4

The review did not quote this passage.

Pith says: Objection 3 of 4 · major

The largest residuals in Table 3 are H9 (χ2 = 4.39, measured 0.0580 versus model 0.0647, a ~2σ discrepancy), H12 (χ2 = 2.35), and the blended He I λ3889 + H8 line (χ2 = 2.16). H9 and H12 are precisely two of the lines whose collisional excitation is not computed from tabulated effective collision strengths but obtained from the 1/n^3 extrapolation of Eq.

more of objection 3

(B.8) fitted to n = 5, 6, 7. The fit is therefore worst exactly where the new collisional modelling is least tested, which is an internal tension the paper does not address. A useful check would be to refit Leo P with H9 and H12 excluded, or with the extrapolation constants A and α varied over a plausible range, and report the induced shift in y+. If y+ is stable, the extrapolation is validated; if not, the reader should know the size of the effect. Either outcome is worth reporting.

The paper says, at §4.1

The review did not quote this passage.

Pith says: Objection 4 of 4 · major

The statement that He I λ10830 accounts for 'approximately half' of the reduction in the uncertainty on y+ is a quantitative attribution presented without support. The comparison being decomposed is not controlled: the 2013 analysis used older emissivities, the pre-BPASS Rosales-Ortega absorption coefficients, and the n ≤ 5 collisional treatment, so the interval shrink mixes model changes, the new LUCI1 datum, and the added optical lines.

more of objection 4

A short ablation table (drop λ10830; drop the Paschen lines; drop the higher Balmer lines; revert the absorption coefficients) would convert this assertion into a result and would also let the reader see whether the claimed 70% is robust to the choice of baseline. As it stands, the attribution is plausible but unverified.

9 minor objections

The paper says, at §3.1

Pith says: minor objection 1 of 9

The slit extraction description reads 'broad enough (20 0.12'' pixels for a total width of 2.4'')'; the intended meaning is presumably 20 pixels of 0.12'' each. Please rewrite for clarity.

The paper says, at §2.2

Pith says: minor objection 2 of 9

The sentence 'we find that H δ is the mostly strongly affected' should read 'most strongly affected'.

show 7 more

The paper says, at §4.1

Pith says: minor objection 3 of 9

The phrase 'a fit to eight parameters using 9 nine emission line ratios' contains a duplicated numeral; please correct.

The paper says, at Table 2

Pith says: minor objection 4 of 9

The rows labelled 'Emission lines' and 'Free Parameters' would be clearer as 'Emission-line ratios' and 'Free parameters', and the table caption should state that the 95% CL χ2 column refers to the threshold for the stated degrees of freedom.

The paper says, at §B.3

Pith says: minor objection 5 of 9

The absorption scaling coefficients are described as averages over ages of 1-5 Myr after excluding 'clear outliers', primarily for the higher Balmer and Paschen lines at 1 and 2 Myr. Please state how many measurements entered each average and what criterion defined an outlier, so that the scatter in Table 7 can be assessed as a systematic.

The paper says, at Eqs. (2.2) and (A.2)

Pith says: minor objection 6 of 9

The notation F(λ)/F(Hβ|Pγ) is defined in the text but is easy to misread in the equations themselves. Consider writing the two cases explicitly, or adding a one-line reminder in the equation's immediate vicinity.

The paper says, at Table 1

Pith says: minor objection 7 of 9

The equivalent width of 548.5 Å for He I λ10830 is quoted in the block referenced to Pγ; please state in the caption that this equivalent width is measured against the same continuum reference as the flux ratio in that block.

The paper says, at §4.2

Pith says: minor objection 8 of 9

The regression combines Y values derived here with O/H values taken from Izotov, Thuan, & Stasińska (2007) and Skillman et al. (2013). This is standard practice in the field, but the paper should say so explicitly in §4.2 rather than only in passing, since a reader could otherwise assume the O/H values were rederived self-consistently with the new model.

The paper says, at §B.2

Pith says: minor objection 9 of 9

The reddening law is fixed at Cardelli, Clayton, & Mathis with R = 3.1. Given that the extended wavelength baseline is one of the paper's selling points, a sentence on the sensitivity of C(Hβ) and y+ to the choice of R would be useful.

What would settle it

Re-fit Leo P with the fixed model ingredients perturbed within their own uncertainties and add the induced shifts in y+ in quadrature with the statistical ±0.0025. Specifically: (i) scale the Table 7 absorption coefficients by the age-to-age scatter across the 1–5 Myr BPASS values (the paper states the ratios are 'relatively constant' but never quotes the scatter); (ii) vary the n=9–12 collisional coefficients (Table 8) by the residual of the 1/n³ fit over n=5,6,7; (iii) shift the He emissivity by one grid step in T (250 K) and in n_e. Report Δy+ for each and the quadrature sum. If the total exceeds ~0.0035 (i.e., the 70% reduction becomes <50%), abstract:s5 must be relabeled as a statistical-only reduction.

from the skeptic's reading

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4 readings by deepseek-v4.1-flash · 12 Nov 2026

  1. Reader holds up, with conditions confidence high
  2. Skeptic agrees 2 min 33 s · 33,343 tokens read, 7,443 written
  3. Editor wrote the verdict above 26 s · 34,599 tokens read, 1,105 written
  4. Referee major revision: 4 major objections, 9 minor 1 min 50 s · 33,738 tokens read, 5,279 written

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The review in full

The review in brief, machine-written

Worth your time, with one caveat about how the headline is framed. The genuinely new pieces are real: a two-hour LUCI1 spectrum of Leo P's H II region that detects He I 10830 and Pγ at high significance (Fig. 1), a 21-line/9-parameter refit of that object, and a Yp = 0.2453 ± 0.0034 from a 16-object regression. The model is specified in enough detail in Appendices A and B that you could re-implement it, which is more than most papers in this subfield manage. The BPASS-based absorption coefficients (Table 7) and the extension of the collisional network to n = 8 with a 1/n³ extrapolation beyond (Appendix B.4) are honest improvements, not decoration. The y-based regression cross-check in eqs. (4.2)-(4.3) is a genuine independent consistency test, and it agrees with the Y-based one. The fit itself is fine: χ² = 15.3 for 12 dof, p = 23% — a better fit than the 2013 analysis, on more lines and more parameters. Credit where due: this is the current state of the art in this program, and the number agrees with Peimbert et al., Valerdi et al., Fernández et al., and Hsyu et al. within errors. That agreement is the real result, and it is reassuring for SBBN. Now the soft spots, in proportion. The 70% figure in abstract:s5 is an MCMC statistical interval compared against a differently-modeled 2013 analysis — older emissivities, pre-BPASS absorption, n ≤ 5 collisions. So the shrink mixes model changes with the new datum and the added lines, and §4.1's claim that He I 10830 accounts for 'approximately half' of it is asserted without a decomposition. More importantly, no systematic floor from the BPASS coefficients, the collisional extrapolation, or the emissivity grid is propagated into σ(y+). The abstract's stated aim (abstract:s2) is to lower systematic uncertainties, so a reader is entitled to a systematic budget; the paper does not give one. Second, and this is a straight internal inconsistency: §4.1 calls aP 'well-constrained' while Table 2 shows aP = 0.00 (+0.52/−0.00), pinned at the lower bound. τ and ξ are likewise pinned at zero. The Paschen absorption is an upper limit, not a measurement, and the Paschen lines' contribution to the reddening constraint is softer than the text implies. Neither of these breaks the central Yp number, which is defensible as a statistical result. But the 70% should be quoted as a statistical reduction, and the aP sentence should be fixed. Send it out. The methods are worth referee attention, and the field needs this number checked carefully.

The strongest objection

The paper's headline quantitative claim (abstract:s5) is that the uncertainty on Leo P's helium abundance fell by ~70%, from +0.0084/−0.0062 (Skillman et al. 2013, Table 2) to +0.0025/−0.0018. Two things make this comparison weaker than it reads. First, it is not a controlled comparison. The 2013 analysis used a different model (older emissivities, the pre-BPASS Rosales-Ortega absorption coefficients, the n≤5 collisional treatment), so the interval shrink mixes model changes with the new LUCI1 datum and the added lines. §4.1 asserts He I 10830 accounts for 'approximately half' of the reduction but shows no decomposition; the model-vs-data split is never isolated. Second, and more importantly, the quoted intervals are MCMC statistical only. The model holds fixed a large set of ingredients that carry real uncertainty: the BPASS absorption scaling coefficients (Table 7, averaged over 1–5 Myr with outliers discarded, §B.3), the n=9–12 collisional extrapolation via the 1/n³ law (§B.4, eq. B.8), and the He emissivity grid (250 K, 31 densities, §B.1). None is propagated into σ(y+). If each contributes ~0.001 in y+, the quadrature sum is comparable to the quoted ±0.0025, and the '70% reduction' is a statement about statistics, not total uncertainty — which is exactly what abstract:s2 promises to address ('lowering the systematic uncertainties'). Corroborating that the extra parameters are not all doing what the text says: Table 2 gives aP = 0.00 (+0.52/−0.00), pinned at the lower bound, while §4.1 calls aP 'well-constrained.' τ and ξ are likewise pinned at zero. The Paschen absorption is therefore an upper limit, not a measurement, and the Paschen lines' contribution to the reddening constraint is correspondingly softer than claimed.

The paper is a solid, re-implementable extension of a long-running program. The LUCI1 detection of He I 10830 in Leo P is real data (Fig. 1, Table 1), the model is specified to the level of explicit equations (A.12–A.17) and coefficient tables (6–8), and the y-based regression cross-check (eqs. 4.2–4.3) is a genuine independent consistency test that lands within 0.0003 of the Y-based result. The regression itself is healthy: 16 points, slope 75 ± 39, χ² = 7.7 for 14 dof. I have no concern about the arithmetic of Yp = 0.2453 ± 0.0034 as a statistical fit. The soft spot is the interpretation of the error bar, and it is the same one the reader identified. The paper's framing (abstract:s2) is about reducing systematic uncertainties, but the metric it reports (abstract:s5) is a statistical MCMC interval. Those are different objects, and the paper never bridges them. The comparison to Skillman et al. (2013) compounds this because the 2013 analysis used a different model, so the interval shrink is not attributable cleanly to the new data and lines. The paper's own §5 concedes the field is 'statistics limited,' which is the honest framing, but that concession sits in the discussion while the abstract states the 70% figure unqualified. I also note the internal inconsistency the reader flagged: §4.1 calls aP 'well-constrained' while Table 2 shows it at 0.00 (+0.52/−0.00). That is a text-vs-table mismatch, not a fatal flaw, but it should be corrected because it bears on how much the Paschen lines actually contribute. I do not think this rises to a rejection. The central number is defensible as a statistical result, the model is transparent enough to audit, and the requested fix (a systematic budget plus softened language) is exactly the kind of revision that strengthens rather than undermines the paper. I therefore leave the verdict at CONDITIONAL, matching the reader.

The referee's report

The primordial helium mass fraction is one of the few handles on physics beyond the Standard Model in the early universe, and the field's limiting factor is systematic, not statistical. A careful, fully documented model with all ingredients tabulated (emissivity fit coefficients in Table 6, absorption scaling coefficients in Table 7, collisional coefficients in Table 8, radiative transfer functions in Eq. B.4) is a genuine service to the community, and the paper is commendably explicit about its inputs. The He I λ10830 measurement relative to Pγ without a flux standard is a clean piece of observational practice. The new Yp = 0.2453 ± 0.0034 is consistent with SBBN + Planck and with the recent independent determinations of Peimbert et al., Valerdi et al., Fernández et al., and Hsyu et al., which is reassuring. The paper's weakness is that its headline improvement is quantified in statistical terms while its stated motivation is systematic, so the reader cannot tell how much of the gain survives a full error budget.

Pith's reading of the paper (a machine's summary, not the authors')

The amount of helium made in the first minutes after the Big Bang is a direct probe of how fast the universe was expanding then, and therefore of how many kinds of light particles existed. Astronomers estimate that primordial number by measuring helium and hydrogen emission lines from glowing gas clouds (H II regions) in the most metal-poor nearby galaxies, then extrapolating the helium-to-hydrogen ratio back to zero oxygen. Each individual measurement is limited by systematics: dust reddening, absorption from the underlying stars, collisional excitation of neutral hydrogen, and blended lines. This paper attacks those systematics with a substantially expanded model. The authors observed the He I 10830 line in Leo P, a galaxy with about 3 percent of the Sun's oxygen, using the LUCI1 spectrograph on the Large Binocular Telescope. They combine that with a re-reduced optical spectrum from MODS, and fit 21 emission-line ratios with 9 parameters, up from 9 ratios and 8 parameters. The extra lines extend the wavelength baseline used to solve for reddening and add five Paschen lines that constrain the underlying stellar absorption. The fit yields a helium abundance for Leo P with an uncertainty about 70 percent smaller than the earlier analysis of the same object. Adding Leo P to a 15-object regression gives a primordial helium mass fraction of 0.2453 ± 0.0034, consistent with the standard big bang prediction of 0.2469 ± 0.0002 and with several other recent determinations.

Core claim. The paper's load-bearing assertion is that the primordial helium mass fraction is Yp = 0.2453 ± 0.0034, obtained from a regression of Y versus O/H over 16 H II region observations, with Leo P contributing y+ = 0.0823 (+0.0025/-0.0018) and Y = 0.2475 ± 0.0057. The supporting methodological claim is that expanding from 9 to 21 emission-line ratios, adding He I 10830 and a separate Paschen absorption parameter, reduces the statistical uncertainty on Leo P's helium abundance by roughly 70 percent relative to Skillman et al. (2013).

The premise it rests on. The quoted uncertainties on y+ and Yp are MCMC statistical intervals only. The paper does not propagate systematic uncertainties from the BPASS-derived underlying absorption scaling coefficients (Table 7), the neutral-hydrogen collisional coefficients (Table 8), the He emissivity grid, or the assumed Cardelli R = 3.1 reddening law into the error bars. If those systematics are comparable to the statistical error, the headline 70 percent reduction in §4.1 and Table 2 is overstated. The paper states the reduction in terms of the MCMC interval without an accompanying systematic budget, so the claim that the total uncertainty fell by 70 percent rests on an unstated assumption that systematics are negligible or unchanged.

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The paper

Abstract

Currently, the primordial helium abundance is best estimated through spectroscopic observations of H II regions in metal-poor galaxies. However these determinations are limited by several systematic uncertainties which ultimately limit our ability to accurately ascertain the primordial abundance. In this study, we improve the methodologies for solving for the reddening, the emission contributions from collisional excitation of the H I atoms, the effects underlying absorption in the H I and He I emission lines, and the treatment of the blended H I and He I emission at λ3889 with the aim of lowering the systematic uncertainties in helium abundance determinations. To apply these methods, we have obtained observations of the He I λ10830 emission line in the brightest H II region in the extremely metal-poor (3% Z⊙) galaxy Leo P with the LUCI1 instrument on the LBT. We combine this measurement with previous MODS/LBT observations to derive an improved helium abundance. In doing so, our present analysis results in a decrease in the uncertainty in the helium abundance of Leo P by approximately 70%. This result is combined with data from other observations to estimate the primordial helium mass fraction, Yp = 0.2453 ± 0.0034.

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 0.88

“This result is combined with data from other observations to estimate the primordial helium mass fraction, Y$_{p}$ $=$ 0.2453 $\pm$ 0.0034.”

How the main claim is stated: asserted 1.00

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.23 · human participants 0.02 · controlled comparison 0.12 · randomized assignment 0.01 · states quantitative result 0.99 · compares with prior results 0.79 · mentions code or data availability 0.02

The abstract, sentence by sentence

This table labels the abstract only (arXiv listing abstract v1). The number is the probability the classifier gave the label.

SentenceRoleThe authors' own workStates the main conclusionStrength
Currently, the primordial helium abundance is best estimated through spectroscopic observations of H II regions in metal-poor galaxies. background 1.00 0.04 0.02 asserted 1.00
However these determinations are limited by several systematic uncertainties which ultimately limit our ability to accurately ascertain the primordial abundance. gap 0.56 0.05 0.02 asserted 1.00
In this study, we improve the methodologies for solving for the reddening, the emission contributions from collisional excitation of the H I atoms, the effects underlying absorption in the H I and He I emission lines, and the treatment of the blended H I and He I emission at $\lambda$3889 with the aim of lowering the systematic uncertainties in helium abundance determinations. contribution 0.85 0.78 0.08 asserted 0.96
To apply these methods, we have obtained observations of the He I $\lambda$10830 emission line in the brightest H II region in the extremely metal-poor (3$\%$ Z$_{\odot}$) galaxy Leo P with the LUCI1 instrument on the LBT. method 0.93 0.97 0.03 asserted 1.00
We combine this measurement with previous MODS/LBT observations to derive an improved helium abundance. method 0.84 0.95 0.06 asserted 1.00
In doing so, our present analysis results in a decrease in the uncertainty in the helium abundance of Leo P by approximately 70%. result 1.00 0.96 0.25 asserted 1.00
This result is combined with data from other observations to estimate the primordial helium mass fraction, Y$_{p}$ $=$ 0.2453 $\pm$ 0.0034. result 1.00 0.87 0.63 asserted 1.00

What kind of paper the classifier reports this is: empirical study 0.74 · evidence from observation or experiment 0.99

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,759 input tokens.

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Figures (3)
Figure 1 of the paper
Figure 1. Sky-subtracted, wavelength-calibrated near-infrared spectrum of Leo P obtained with the LUCI1 spectrograph on the Large Binocular Telescope. 4 Results 4.1 Leo P Using our expanded and updated model, as outlined in §2 and detailed in Appendices A & B, and the new observations and measurements discussed in §3, Leo P was analyzed using our MCMC analysis (again see §2 & appendix A). The best-fit model parameter values and uncertainties are given in table 2, with comparison to the previous analysis from Skillman et al. [65]. The solutions agree well, though the uncertainties are…
Figure 2 of the paper
Figure 2. Helium abundance (mass fraction) versus oxygen to hydrogen ratio regression calculating the primordial helium abundance. The previous result from Aver et al. [43] is lighter grey, with the new result, based on including Leo P, shown with a solid fit line and a bolded intercept. The added point, Leo P based on the analysis of this work, is also shown as bold. The light grey point at the same value of O/H as Leo P is I Zw 18. Citation YP N Method Izotov, Thuan, & Guseva (2014) [49] 0.2551 ± 0.0022 28 H II Region Aver et al. (2015) [43] 0.2449 ± 0.0040 15 H II Region Peimbert,…
Figure 3 of the paper
Figure 3. The collisional excitation relative to recombination rate for the hydrogen emission lines due to neutral hydrogen. The behavior is dominantly exponential with temperature, with, as expected, larger corrections for the lower level (lower energy) emission lines. Note that the enhancement will scale linearly with increasing the neutral to ionized hydrogen ratio, ξ (a characteristic value of 10−4 is used for the plot). References [1] T. P. Walker, G. Steigman, D. N. Schramm, K. A. Olive and H. S. Kang, Astrophys. J. 376, 51 (1991). [2] K. A. Olive, G. Steigman and T. P. Walker, Phys.…

Figures are the authors', reproduced from the paper.

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Cited by 10 Pith papers
How later papers used it

47 later papers cite it

Evidence: substantial. 38 of the citing papers share no author with it, and 22 of those carry a confident label from Pith's citation classifier.

Pith read 21 of the 83 citing sentences, choosing only those whose citation markers point at this paper alone, and wrote the paraphrases from them. The summary, the counts, the evidence level, the links and the quotes come from code; the summary counts the papers listed below. A later paper is listed under a label when Pith's citation classifier gives one of its sentences that label at probability 0.8 or more (0.95 for support), Pith's reading finds that the citing paper itself did it, and a second check confirms the paraphrase against the sentence. This section lists uses only. It does not list criticism or disagreement, so their absence here says nothing about how the paper has been received. Papers that share an author with this one are listed apart, under "By the same authors". A quote is the citing authors' own sentence, shown when their paper's licence is CC BY, CC BY-SA or CC0. JSON

Uses its data or values 8 of 23 papers with this label · 3 by the same authors

By the same authors

Compares with it 1 of 4 papers with this label
How the literature uses it

33 arXiv papers cite this in 49 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 21 sentences without a confident label

Contests it 1 paper
Uses its data or values 17 papers
  • Primordial helium abundance is most sensitive to $n/p$ freeze-out: Y_p ≈2(n/p)_f/1 + (n/p)_f ≈0.2470 + 0.185|β_r| (max shear) ≈0.2470 + 0.124β_r^2 (min shear) By setting $Y_p^obs = 0.2453 ±0.0066$ [ref] , $Y_p^obs = 0.2458 ±0.0013$ [ref] , we arrive at [equation]

    Constraining the Tilted Dipole Cosmology with Primordial Nucleosynthesis and Baryogenesis · Helium-4 ($Y_p$) · 1.00

  • Thus, the weak interactions freeze out of equilibrium at higher temperature than in $Λ$CDM, leading to a higher primordial Helium abundance prediction from Big Bang Nucleosynthesis (BBN), $Y_p = 0.261 ±0.004$ [ref] , than in the canonical model and in $3σ$ tension with the primordial Helium mass fraction inferred from observations, $Y_p = 0.2453 ±0.0034$ [ref] .

    Mirror Dark Sector Solution of the Hubble Tension with Time-varying Fine-structure Constant · Big Bang Nucleosynthesis · 0.81

  • Here we consider constraints from D [ref] and $^4$He [ref] abundances as averaged by the PDG [ref] : [equation] in addition to constraints from $N_eff$ as measured by Planck [ref] : [equation] We establish exclusion regions that result in abundances and $N_eff$ within 1$σ$ from the observed values, taking into account theoretical uncertainties on the abundance coming from uncertainties on the input parameters $η_b$ and $τ_n$ as well as the nuclear uncertainties as parameterized in [ref] .

    Early Dark Energy During Big Bang Nucleosynthesis · Transition into SM photons · 0.97

Compares with it 2 papers
Cites it as background 3 papers

What it cites · 114 sentences without a confident label

Uses the method or tool of 10 papers
Uses data or values from 11 papers
Compares with 5 papers
Cites as background 4 papers

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