You are wrong. It is not gravity, it is the acceleration that causes the phenomenon. Although gravity IS a constant acceleration in its definition, it is completely insignificant in terms of time dilation..... as opposed to something enormous like a black hole with almost an infinite acceleration field (so enormous that even the photons of light cannot escape it), then these effects can be visible. Just by moving away or into Earth core wont do anything