Interesting correlation, so as I suspected, the reputation score does influence the amount you earn eventually. For how it does I don't know the exact algorithm as your posts get sorted by reputation.

But many have suggested that the reputation score should sort the posts on steemit by descending order based on it. That would be interesting ,so that we can emphasize more on social capital, rather than economic capital, it would be a more egalitarian system.