That's a Possibility!: A Book About What Might Happen by Bruce Goldstone

With colorful photographs and interactive examples, Bruce Goldstone's That's a Possibility introduces children to the ideas of something being possible, probable, or impossible.

Each spread features an easy-to-understand scenario such as dice rolling, with questions about probable outcomes and simple explanations. In the vein of 
Great Estimations, this is a perfect book for getting across important math concepts in a fun way.

This title has Common Core connections.