Because the BMA changes the activation energy of reactions based upon reaction enthalpy, the CMPO-BMA reaction rates di↵er from the CMPO rates on most metals, so the kinetic sensitivity screening results have slightly di↵erent values, but with similar trends. As discussed in section 3.4, the rate discrepancies also changed the dominant reaction pathways, which explains the di↵erent shapes of the descriptor maps between the two types of model.