In order for it to be useful/predictive, you need the microscopic dynamics to preserve phase-space area, which is actually pretty special. I think you're also

In order for it to be useful/predictive, you need the microscopic dynamics to preserve phase-space area, which is actually pretty special. I think you're also going to need something like ergodicity for "generic" systems.