All the options that are modified in the Document Property tab are valid for the document in question (unless of course you have manually changed the font of a note of course)
So yes it's recorded in the document.
After if you want to keep these settings for all the new documents you have to make a new drawing, make the desired settings and then make file, saved as, drawing template (.drwdot) in order to save the options in the drawing template.