The Dye Theorem states that any two free ergodic p.m.p automorphisms of a standard probability space are orbit-equivalent.
Question: Is there a version of the above theorem for non-ergodic automorphisms?
Specifically, I'd like a statement roughly as follows. Let $T\colon X\to X$ be a free ergodic pmp automorphism of a standard probability space, and let $S\colon X\to X$ be a free pmp automorphism. Then there exists a standard probability space $Z$ (possibly with atoms) such that $S$ is orbit equivalent to the product automorphism $T\times 1_Z\colon X\times Z \to X\times Z$.
I'd be grateful even for a reference which uses this sort of theorem and claims that it follows by inspecting the original Dye's argument.