Strange, now it works.
When I added the executable file first time, I used the "Add files" button, but, when selecting the added file afterwards, the Execute File check box did not appear.
I removed the file and dragged it into place instead, then it worked.
Please disregard my question, I may have done something wrong.
-Martin.