Well, they used two steps. First they identified a sample set of contributors that have self identified, thus validated to some extent, their gender.<p>Further down they then distinguish between contributors where the gender can be inferred from looking at their name &amp; profile picture. Splitting the group of those 35% which were identified via Google+ into two separate groups - identifiable vs. non-identifiable.