Had to be filled just before takeoff, and not sturdy enough to survive a landing if the the mission was aborted/scrubbed.
One questionable application was making ice cream, taking it for a joy ride at 30,000 feet for a half hour.
Assuming the landing durability was correct, war time "milk" + other stuff would have a higher mass than the equivalent volume of fuel.
Those were the “paper tanks.”