Having obtained a possible catalyst template (TMA) and reaction mechanism from the reaction networks grown, we need to (1) validate the mechanism by calculating transition states (TSs) for all steps in the proposed mechanism and (2) consider the side-reactions suggested by the reaction network. In particular, having obtained a barrier for the rate-determining step in (1), we can evaluate competing reactions on their barrier heights being higher/lower than the rate-determining step.