I had the same problem. I was told that if the mice get thirsty enough they will jump up and hang upside down on the screen to reach the water valve. I wasn't crazy about that idea.

I put a ramekin in each tub that they can climb on and reach the valve. You'll have to find one tall enough for them. I do the same for my ASF's.