Distribution of CNN output probabilities that spectra are binary. Top panel: Distribution of probabilities for spectra that have been labelled binary by VOSA. Bottom panel: Same as top panel, but for VOSA single spectra. The numbers in the plot show how many spectra fall above or below the 50% probability threshold. The green bars highlight the agreement of the CNN and VOSA labels; the red bars show the disagreement between the two methods.