Outlier selection. Comparison of L_dust, IR and L_dust, all (upper panel), and M_star, OPT and M_star, all (bottom panel). L_dust inconsistent objects are represented as magenta stars, and full blue stars correspond to the M_star outliers. Grey circles represent objects with a consistent estimate of the L_dust and M_star parameters. Inside each panel we present an example SED of the respective outliers represented with a black star.