I think the Scoville scale is logarithmic, not linear, in the same way hearing is logarithmic.
It's a direct measurement of the amount of capsaicin in a given sample. They used to measure it by taste tests with a small amount diluted in water, but it's done by more scientific testing now.
I don't know if perceived heat correlates directly with capsaicin levels, but that's what they measure.