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Towards a photometric metallicity scale for open clusters

Solar and Stellar Astrophysics · Submitted 8 Jul 2013

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

The authors' main claim The method provides an accurate way of obtaining properly scaled metallicity values for open clusters.

how it is stated · asserted 1.00 read the record →

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arXiv ID1307.2094 (version 1)
Pith IDPU3WGGM3, Pith's permanent record of this paper and its review
CitationE. Paunzen, M. Netopil. "Towards a photometric metallicity scale for open clusters." arXiv:1307.2094 (2013). https://pith.science/paper/PU3WGGM3
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 10,681 input tokens, $0.0004 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.49 · human participants 0.02 · controlled comparison 0.38 · randomized assignment 0.01 · states quantitative result 0.99 · compares with prior results 0.96 · mentions code or data availability 0.03.

The abstract, sentence by sentence

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

Open clusters are a useful tool when investigating several topics connected with stellar evolution; for example the age or distance can be more accurately determined than for field stars. However, one important parameter, the metallicity, is only known for a marginal percentage of open clusters. We aim at a consistent set of parameters for the open clusters investigated in our photometric Delta-a survey of chemically peculiar stars. Special attention is paid to expanding our knowledge of cluster metallicities and verifying their scale. Making use of a previously developed method based on normalised evolutionary grids and photometric data, the distance, age, reddening, and metallicity of open clusters were derived. To transform photometric measurements into effective temperatures to use as input for our method, a set of temperature calibrations for the most commonly used colour indices and photometric systems was compiled. We analysed 58 open clusters in total. Our derived metallicity values were in excellent agreement with about 30 spectroscopically studied targets. The mean value of the absolute deviations was found to be 0.03 dex, with no noticeable offset or gradient. The method was also applied using recent evolutionary models based on the currently accepted lower solar abundance value Z=0.014. No significant differences were found compared to grids using the former adopted solar value Z=0.02. Furthermore, some divergent photometric datasets were identified and discussed. The method provides an accurate way of obtaining properly scaled metallicity values for open clusters. In light of present and future homogeneous photometric sky surveys, the sample of stellar clusters can be extended to the outskirts of the Milky Way, where spectroscopic studies are almost impossible. This will help for determining galactic metallicity gradients in more detail.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Open clusters are a useful tool when investigating several topics connected with stellar evolution; for example the age or distance can be more accurately determined than for field stars. background 1.00 0.05 0.02 asserted 0.87
s1 However, one important parameter, the metallicity, is only known for a marginal percentage of open clusters. gap 0.99 0.05 0.02 asserted 1.00
s2 We aim at a consistent set of parameters for the open clusters investigated in our photometric Delta-a survey of chemically peculiar stars. contribution 0.95 0.46 0.03 asserted 0.83
s3 Special attention is paid to expanding our knowledge of cluster metallicities and verifying their scale. contribution 0.81 0.39 0.04 asserted 0.65
s4 Making use of a previously developed method based on normalised evolutionary grids and photometric data, the distance, age, reddening, and metallicity of open clusters were derived. method 0.99 0.93 0.07 asserted 1.00
s5 To transform photometric measurements into effective temperatures to use as input for our method, a set of temperature calibrations for the most commonly used colour indices and photometric systems was compiled. method 1.00 0.88 0.02 asserted 1.00
s6 We analysed 58 open clusters in total. contribution 0.81 0.94 0.02 asserted 1.00
s7 Our derived metallicity values were in excellent agreement with about 30 spectroscopically studied targets. result 1.00 0.94 0.21 asserted 0.99
s8 The mean value of the absolute deviations was found to be 0.03 dex, with no noticeable offset or gradient. result 1.00 0.97 0.16 asserted 1.00
s9 The method was also applied using recent evolutionary models based on the currently accepted lower solar abundance value Z=0.014. method 0.84 0.88 0.03 asserted 0.97
s10 No significant differences were found compared to grids using the former adopted solar value Z=0.02. result 0.97 0.91 0.06 asserted 1.00
s11 Furthermore, some divergent photometric datasets were identified and discussed. result 0.72 0.88 0.03 asserted 0.99
s12 The method provides an accurate way of obtaining properly scaled metallicity values for open clusters. interpretation 0.57 0.75 0.82 asserted 1.00
s13 In light of present and future homogeneous photometric sky surveys, the sample of stellar clusters can be extended to the outskirts of the Milky Way, where spectroscopic studies are almost impossible. future work 0.94 0.09 0.06 hedged possibility 0.81
s14 This will help for determining galactic metallicity gradients in more detail. future work 0.77 0.08 0.07 hedged possibility 0.67

What kind of paper the classifier reports this is: method or tool 0.76 · evidence from analysis of existing data 0.92.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Open clusters are a useful tool when investigating several topics connected with stellar evolution; for example the age or distance can be more accurately determined than for field stars. However, one important parameter, the metallicity, is only known for a marginal percentage of open clusters. We aim at a consistent set of parameters for the open clusters investigated in our photometric Delta-a survey of chemically peculiar stars. Special attention is paid to expanding our knowledge of cluster metallicities and verifying their scale. Making use of a previously developed method based on normalised evolutionary grids and photometric data, the distance, age, reddening, and metallicity of open clusters were derived. To transform photometric measurements into effective temperatures to use as input for our method, a set of temperature calibrations for the most commonly used colour indices and photometric systems was compiled. We analysed 58 open clusters in total. Our derived metallicity values were in excellent agreement with about 30 spectroscopically studied targets. The mean value of the absolute deviations was found to be 0.03 dex, with no noticeable offset or gradient. The method was also applied using recent evolutionary models based on the currently accepted lower solar abundance value Z=0.014. No significant differences were found compared to grids using the former adopted solar value Z=0.02. Furthermore, some divergent photometric datasets were identified and discussed. The method provides an accurate way of obtaining properly scaled metallicity values for open clusters. In light of present and future homogeneous photometric sky surveys, the sample of stellar clusters can be extended to the outskirts of the Milky Way, where spectroscopic studies are almost impossible. This will help for determining galactic metallicity gradients in more detail.

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