I found out that the verb “mogen” has three possible forms of past participle:

infinitive: mogen
imperfect: mocht / mochten
past participle: gemogen / gemocht / gemoogd 

Most people prefer to use gemogen, but all the three forms are valid and in use.

Based on “Dutch: A Comprehensive Grammar” by Bruce Donaldson.