Because it is far harder to use it to create nuclear weapons, there are far fewer political hindrances to mining and trade in Thorium, as well as political concerns over letting potential enemies establish Thorium reactors.
The supplies are also larger, and well distributed, which is also politically beneficial.
Nuclear power is not all about the science.