It does take on new set of proerties
All of the above, work is a measurement of energy transfer, in Joules.
Potential energy = Joules
Kinetic energy = Joules
The key thing here is that anything having to do with just energy or energy transfer is measured in joules.
Fossil fuels like coal, natural gas and oil.
Hopes this helps!