So lets say someones been trying for months. They do the techniques, they keep a dream journal and are highly motivated, but no lucid dream. I know this is very unlikely, but is it possible for someone to just not be capable of it.

This isn't the case for me. But by now we do know that some people learn how to lucid dream easier then others, for whatever reason.