You should take it one step further and automatize email sending to the authors collected.
But this is done on mturk manually by people?
I don't recall the company but if you look at the data providers on removeem.com they use a company with 80 million webmaster emails, etc...
Having this very narrow niche lets them really keep the quality level high as they can tweak and QA across multiple jobs doing the same thing.