if y = 2^x then taking logs of both x and y we have log y = 2 ^ log x, still an exponential relation.

so it depends on whether "log enough scale" applies to both axes...

Then there's functions like n -> 2^2^...^2 with an exponential tower of height n. That's doesn't become linear with any finite number of logs...