Comment by cma
Depending on how rich in internal radioactive sources of heat it isn't scale free with mass. Larger masses of the same makeup will reach different thermal equilibrium since the surface area grows at a slower rate than the internal heat production from decay which scales with mass.
I don't know if it is significant, but tidal sources of heat might not scale the same either.
I think we can safely say the planet made of uranium is an edge case.
The Earth's internal radioactivity is a miniscule energy source compared to the sun.