Back taxes have a baseline rate that grows at certain increments of lateness but is ultimately capped. I don't think it's in any way tied to the base or prime rate.
Based on what happens in my country, it could be both penalty + some interest rates based on the reference rate (which definitely haven't been zero for the past two years btw) but not equal to it.