Uncertainty is not your friend because it means things could be worse than anticipated. And greater uncertainty means the expected damage from climate change is greater.
Now for something different …
Hunter, J. (2011). A simple technique for estimating an allowance for uncertain sea-level rise
Climatic Change, doi: 10.1007/s10584-011-0332-1.