For Jmol−1K−1, R is a linear scaling factor of energy content of 1 mole of ideal gas. The energy increases linearly with temperature.
m3Pa.J−1K−1also exist since the energy term can also be derived in terms of pressure and volume by relating to its momentum change (read this link )