>Corporate taxes allow governments some level over control over corporate policy by incentivizing certain behaviors through deductions/credits etc.

Money is fungible. From an accounting perspective $1 given via tax credits is identical to $1 check given by the government. That said, your point is still valid because the former is much more politically palatable than the latter.