PhilGoetz comments on My Way - Less Wrong
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This perception seems far too easily biased by knowing the gender of the author. Does anyone know of blinded studies on determining the gender of an author based on how they write male vs. female characters? Lacking any hard evidence I am extremely skeptical of the effect being all that large.
A few notable female science fiction/fantasy authors wrote under male or gender-neutral names. There may be data that could be found from reactions to their work, but I wouldn't know where to start looking.
Look up James Tiptree Jr. (the pseudonym used by sf writer Alice Sheldon) for a great example of a female sf author who "passed" not only as male, but as manly (in the opinion of many men who read her work) until her true identity was revealed.
I read a book by Tiptree and did not identify it as female, but neither did it give me any particular impression of manliness. Good data point though.