For auto-archiving, you should be able to edit the recipe and change the following line:
Code:
mark_as_read_after_dl = True
to
Code:
mark_as_read_after_dl = False
You can't revert the process of articles already marked as read. Please see the Calibre documentation if you need further assistance.