Eric,
I tried the same thing to see if I could explicitly set the dialogue box styling. I still find that the browser default is what truly determines the style.
You can see from my image below, that when you set the browser default to Arial 12 (as opposed to Times 16), the dialogue box reflects the change:
979
Best regards,
Brian