Why are these priests not laicized instead of just taken out of priestly duties?  

We need to admit when we have ordained the wrong people.  We also need to admit we have wrongly kept ordination from thousands of Catholic Women who have been legitimately called by God to priesthood and ordain them as  is their sacred right.