You can do this, by opening the scenario editor, editing difficulties, and setting Corruption to 0% for all difficulty levels.
I've attached a BIQ file with this done (and with everything else using the default, including a random map), since it's a pretty quick change. Put it in your scenario folder and load it up via Civ Content, and you should be good to go!