Histogram of the number of species in the composite synthetic spectra. The black bars correspond to the initial molecular composition, while gray dashed bars correspond to the number of detectable species after taking into account a varying noise distribution. Left: "Unconstrained" subset of synthetic spectra with a randomly selected molecular composition. Right: "Recipe" subset of data with a constrained molecular composition. The noise distribution is given on the top panel for each subset.