RNG is still RNG. Sometimes you get lucky and sometimes you don't.

So your second question of whether there was some mechanic to enable you to find what you're looking for was answered.

Added: I do vaguely recall that there was a bug a long time ago about Moder not spawning on the map. That bug has been fixed in case you got hit with that one.