The fractional change in the derived distance caused by applying a random offset to either the g magnitude or the colours. The offsets are drawn from a Gaussian distribution with the appropriate σ for each object. On the left, the effect of the colour uncertainty on the fitting result, on the right, the effect of the photometric error in g. Both distributions have a width of the same order of magnitude.