It's also worth noting that while you can't use the Javadoc tool on Groovy (even if you change the file extension), you can do the inverse. That is, to use the Groovydoc tool on Java files. This is a nice option for mixed (Java and Groovy) projects. Or you can just configure the Groovydoc tool to have links to your Javadoc where appropriate.
-Keegan