It turns out the scala-reflect library was not the problem. The scala-compiler was. The correct version to use should have been 2.10.1 and it was 2.10.0 instead. I am not sure where that library came from. Will dig into that.
EDIT: I should add that I figured it out by having Gradle fail on dependency version conflicts.