Testing the impact of photometry measurement uncertainties on the results from our classification pipeline. Top: Example of how the F1-score is reduced when Gaussian noise is added to the optical and NIR photometry in the Int Wide catalogue. Bottom: Example of how the F1-score is increased when galaxies fainter than an arbitrary I_E threshold are excluded from the Int Wide catalogue.