Thanks for all the great replies. So to be clear, I can have the rifle in the car, magazines loaded but not seated in the rifle.
In Oregon as a CHL holder you can have the magazine in the rifle, a round in the chamber, and the safety off, legally. Caliber, city, or county does not matter.