How did the ocean water levels get to be lower during warmer times?
Consequently, we rarely empirically test our opinions, assumptions, hypotheses or models. We rely on inference, usually statistical inference.
If sea level was low at the same time that the oceans were warm, then that was an observed effect of an unknown cause.