Output parameters of the artificial catalogue for the best fit (x-axis) and the probability distribution function (PDF) analysis (y-axis) after a random error has been injected into the model SED. From the top-left corner to the bottom-right corner the output parameters presented here are: log M_⋆, log SFR, log  ⟨ SFR ⟩ ₁₀ (averaged over 10 Myr), log  ⟨ SFR ⟩ ₁₀₀ (averaged over 100 Myr), D4000, log τ₂, δ, A_VySP, A_V, A_FUV, log L_dust, and α. The Pearson correlation coefficient ρ is indicated in the top-left corner of each plot. For each parameter we have also computed the best linear fit which is shown in red along with the equation in the top-left corner where the standard deviation σ around this best fit is also indicated. These fits take the uncertainties computed by CIGALE on each data point into account. The median error bar computed by CIGALE is shown on the left side of each plot.