For the high band gap of metal oxides, the electron transfer step prefers to occur at the Pt surface, so that we calculate the key intermediates inside the selectivity steps toward lactic acid. The reference states in our calculation are glycerol molecule (C3H8O3), hydrogen gas (H2), and water molecule (H2O). All the reference states are in gas phase.