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Correction for 'Improving time-resolution and sensitivity of in situ X-ray photoelectron spectroscopy of a powder catalyst by modulated excitation' by M. Roger et al., Chem. Sci., 2023, 14, 7482-7491, https://doi.org/10.1039/D3SC01274C.