Classes of retrieved posterior distributions. The histogram gives the posterior distribution as found by the retrieval framework. The colored lines represent the best fit model for the posterior distribution, the black symbols below show how such a posterior will be represented in our data analysis plots. (a): unconstrained posterior (UC-type), (b): upper limit posterior (UL-type), (c): sensitivity limit posterior (SL-type), (d): constrained posterior (C-type).