They are some of the most important names in modern science, pioneers in their fields. But, unless you work in academia, it is unlikely that you will have ever heard of them. All that is set to change, though, as the Royal Society hosts a mass "edit-a-thon" to improve the Wikipedia profiles of leading female scientists who have been ignored and overlooked by the online encyclopedia's male-dominated army of contributors.