what exactly constitutes a gravel tire to be a gravel tire?

the only time a Slick has ever failed me is on grass, and on slime. Lower pressure has been the biggest benefit to riding gravel, and that is just so that the tire deforms over the gravel rather than bouncing off of it in uncertain directions.