Steady Roller, when placed in "Board Game" mode, will try to keep that sort of thing from happening.
Of course, it's also capable of being a completely neutral dice roller, too - just put it in "Standard Roller" mode.
Shake it or swipe sideways to roll a new number.
Adjust the shake sensitivity with the slider on the Settings page.
Also makes an excellent baby rattle. :-)
You can find it on the
Android Market, or use this QRCode from your phone
to go to the market directly: