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Fig. 17.

Fig. 17. Refer to the following caption and surrounding text.

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Impact of summary statistics on the recovered physical quantities in the attSNE_Z_F410M model. Each row displays the difference between the true and fitted values of M, Z, SFR10, and SFR100, while each column corresponds to a different SFH model. The fitted values are derived from the posterior distribution using one of the three statistics: minimum χ2 (red), median posterior (black), or likelihood-weighted mean (cyan). The minimum χ2 posterior yields the most accurate recovery of M, whereas the likelihood-weighted mean performs best for Z. The recovered SFRs are generally insensitive to the choice of the summary statistic, except in the constant SFH model.

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