The frozen-core approximation can be invalid or lead to significant errors in non-trivial chemical systems where dynamical core excitations or specific electronic properties play an important role.
The retrieved literature contains specific studies demonstrating that the standard frozen-core approximation fails or requires careful treatment in certain chemical regimes, such as alkali metal band structures where dynamical core effects are non-negligible (Paper [10]) and double-hybrid density functional calculations (Paper [0]).