The CMPO base model on Pt was generated using RMG, and the BMA rates were fitted on the basis of Arrhenius rates to make a CMPO-BMA base model. A catalyst screening analysis on 81 hypothetical metal surfaces was carried out in Cantera using both CMPO and CMPO-BMA models to investigate the influence of BMA rates. The hypothetical metals were characterized using a combination of carbon binding energies of 7.5 eV to 5.5 eV and oxygen binding energies of 5.25 eV to 3.25 eV.