Flagged Items
You can unflag an item by visiting the item's profile page and clicking on the flag item. This will toggle between flagged and unflagged.
Ratings
You can change the rating by visiting the item's profile page and clicking on a different star in the scale. Currently, there is no way to unrate an occupation.