In "An Overview of Stata’s “sem” for Structural Equation Modeling" by
Bollen and Bauldry (2012)
the authors state that a limitation of sem() is in detecting
under-identified models, giving an example of a two-indicator CFA with
simulated data which is not identified, but Stata gives no warning about
that. The document can be downloaded here: