Sorta, but it's not even across that range. The chance of rolling a +4 is 1/81, whereas the chance of rolling a nat'l 20 is more like 1/20 (well, a-duh).
In any case, something like 65% of the rolls are between -1 and 1 in SotC. If you assume that the math should scale directly, bad things will...