While there is no direct way to remove it, you can choose a configuration like the following to get the same result.
Turn on "Automatically calculate commission" at admin/store/settings/seller. Also, set the Default Commission Rate to 1. This will in effect make the amount the seller should be paid equal to the sell price. This will hide the seller commission field and fill it with an appropriate amount.