In the paper Gender, Genre, and Writing Style in Formal Written Texts the authors determined the gender based on text.  Looks like we are still interested in doing this sort of thing because it was done using twitter info http://www.fastcompany.com/1769217/you-cant-keep-your-secrets-twitter.