The formation of intermediates generally involves the initial interaction between the catalyst and the reactants. The catalyst provides an alternative reaction pathway that includes one or more intermediate species. These intermediates are formed through various mechanisms, such as adsorption on the catalyst surface, formation of complexes, or transient bonding with the catalyst.