Actually, even without battery effect, corrosion buildup causing a change in the resistance of the probes could be a factor to consider. I reckon stainless steel would be less affected by this than say copper or galv.
A quick look around Google suggests to me that the lions share of commercially-available soil moisture probes are in fact made of stainless steel.