When I wrote my disertation I used Scrivener: http://www.literatureandlatte.com/scrivener.php which is a wonderful tool for writing. An expanded open source application similar to that with a good plugin system might be very useful.
My first thought upon seeing the article title was "How is this going to be different from Scrivener", which is what a huge chunk of the pro writers I know seem to use.