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Relation between spectral indices and binary fractions in GCs

Solar and Stellar Astrophysics · Submitted 11 Sep 2023

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim We find that the low-resolution (15\,\AA) spectrum is not suitable for this study and the binary fraction type would affect the results: $f$($q$>0.5) and $f$(tot)$^{\rm mc}$ exhibit better correlations with the spectral absorption feature index than $f$(tot)$^{\rm mf}$ and the difference in metallicity would significantly affect the above relationship. % Finally, to eliminate the effects of metallicity, age, and dynamical evolution, we only used those GCs with multiple spectra observed among different regions. % We find that OIII-1, OIII-2, H$_{\rm \gamma F}$, H$_{\rm \delta F}$, H$_{\rm \gamma A}$, H$_{\rm \delta A}$, H$_{\rm \beta}$, Ca4455, C$_2$4668, and TiO$_1$ indices have strong correlations with binary fraction. % The two OIII indices are the most sensitive to the binary fraction, followed by four Balmer indices -- the two narrower central bandpass Balmer indices ($\sim$20\AA, F-definition) are more sensitive than the wider two ($\sim$40\AA, A-definition) and, lastly, the Ca4455, C$_2$4668, and TiO$_1$ indices.

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arXiv ID2309.05223 (version 1)
Pith IDV3NJ6UYW, Pith's permanent record of this paper and its review
CitationF. Zhang, L. Li, X. Gong, Z. Han. "Relation between spectral indices and binary fractions in GCs." arXiv:2309.05223 (2023). https://pith.science/paper/V3NJ6UYW
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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,173 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.88 · human participants 0.01 · controlled comparison 0.13 · randomized assignment 0.02 · states quantitative result 0.53 · compares with prior results 0.22 · mentions code or data availability 0.02.

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arXiv listing abstract v1. Results and the main claim are underlined; .

Context. We study the relation between the known binary fraction and spectral absorption feature index to judge whether (and potentially which) spectral absorption feature indices are suitable for determining the binary fraction. Aims. The determination of the binary fraction is important in studies of binary star formation, evolutionary population synthesis models, and other works. The number of binary stars is difficult to determine for nearly all stellar systems because the individual stars are need to be resolved photometrically or spectroscopically. By comparison, their integrated spectra or spectral absorption feature indices are relatively easy to obtain. Results. We find that the low-resolution (15\,\AA) spectrum is not suitable for this study and the binary fraction type would affect the results: $f$($q$>0.5) and $f$(tot)$^{\rm mc}$ exhibit better correlations with the spectral absorption feature index than $f$(tot)$^{\rm mf}$ and the difference in metallicity would significantly affect the above relationship. % Finally, to eliminate the effects of metallicity, age, and dynamical evolution, we only used those GCs with multiple spectra observed among different regions. % We find that OIII-1, OIII-2, H$_{\rm \gamma F}$, H$_{\rm \delta F}$, H$_{\rm \gamma A}$, H$_{\rm \delta A}$, H$_{\rm \beta}$, Ca4455, C$_2$4668, and TiO$_1$ indices have strong correlations with binary fraction. % The two OIII indices are the most sensitive to the binary fraction, followed by four Balmer indices -- the two narrower central bandpass Balmer indices ($\sim$20\AA, F-definition) are more sensitive than the wider two ($\sim$40\AA, A-definition) and, lastly, the Ca4455, C$_2$4668, and TiO$_1$ indices.

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What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Context. background 1.00 0.02 0.01 unclear 1.00
s1 We study the relation between the known binary fraction and spectral absorption feature index to judge whether (and potentially which) spectral absorption feature indices are suitable for determining the binary fraction. Aims. contribution 1.00 0.83 0.03 unclear 0.55
s2 The determination of the binary fraction is important in studies of binary star formation, evolutionary population synthesis models, and other works. background 1.00 0.05 0.02 asserted 1.00
s3 The number of binary stars is difficult to determine for nearly all stellar systems because the individual stars are need to be resolved photometrically or spectroscopically. background 0.93 0.04 0.02 asserted 0.99
s4 By comparison, their integrated spectra or spectral absorption feature indices are relatively easy to obtain. Results. background 0.89 0.12 0.02 asserted 0.99
s5 We find that the low-resolution (15\,\AA) spectrum is not suitable for this study and the binary fraction type would affect the results: $f$($q$>0.5) and $f$(tot)$^{\rm mc}$ exhibit better correlations with the spectral absorption feature index than $f$(tot)$^{\rm mf}$ and the difference in metallicity would significantly affect the above relationship. % Finally, to eliminate the effects of metallicity, age, and dynamical evolution, we only used those GCs with multiple spectra observed among different regions. % We find that OIII-1, OIII-2, H$_{\rm \gamma F}$, H$_{\rm \delta F}$, H$_{\rm \gamma A}$, H$_{\rm \delta A}$, H$_{\rm \beta}$, Ca4455, C$_2$4668, and TiO$_1$ indices have strong correlations with binary fraction. % The two OIII indices are the most sensitive to the binary fraction, followed by four Balmer indices -- the two narrower central bandpass Balmer indices ($\sim$20\AA, F-definition) are more sensitive than the wider two ($\sim$40\AA, A-definition) and, lastly, the Ca4455, C$_2$4668, and TiO$_1$ indices. result 1.00 0.96 0.88 asserted 1.00

What kind of paper the classifier reports this is: empirical study 0.66 · evidence from analysis of existing data 0.84.

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Original abstract

Context. We study the relation between the known binary fraction and spectral absorption feature index to judge whether (and potentially which) spectral absorption feature indices are suitable for determining the binary fraction. Aims. The determination of the binary fraction is important in studies of binary star formation, evolutionary population synthesis models, and other works. The number of binary stars is difficult to determine for nearly all stellar systems because the individual stars are need to be resolved photometrically or spectroscopically. By comparison, their integrated spectra or spectral absorption feature indices are relatively easy to obtain. Results. We find that the low-resolution (15\,\AA) spectrum is not suitable for this study and the binary fraction type would affect the results: $f$($q$>0.5) and $f$(tot)$^{\rm mc}$ exhibit better correlations with the spectral absorption feature index than $f$(tot)$^{\rm mf}$ and the difference in metallicity would significantly affect the above relationship. % Finally, to eliminate the effects of metallicity, age, and dynamical evolution, we only used those GCs with multiple spectra observed among different regions. % We find that OIII-1, OIII-2, H$_{\rm \gamma F}$, H$_{\rm \delta F}$, H$_{\rm \gamma A}$, H$_{\rm \delta A}$, H$_{\rm \beta}$, Ca4455, C$_2$4668, and TiO$_1$ indices have strong correlations with binary fraction. % The two OIII indices are the most sensitive to the binary fraction, followed by four Balmer indices -- the two narrower central bandpass Balmer indices ($\sim$20\AA, F-definition) are more sensitive than the wider two ($\sim$40\AA, A-definition) and, lastly, the Ca4455, C$_2$4668, and TiO$_1$ indices.

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