Branching occurs when an intermediate formed during the catalytic cycle has multiple possible routes to proceed. The activation energy and the stability of the transition states for these routes can determine the likelihood of each pathway. For example, in the oxidation of hydrocarbons, the intermediate radicals can follow different pathways leading to various products like alcohols, aldehydes, or carboxylic acids.