Not a lawyer here. Why does an Article III judge need to get involved, and not in other administrative matters, like say, in an administrative immigration case?
edit: further investigation has indicated that it's immigration law which deviates from usual practice of administrative law, which would potentially expect an automatic stay in a context like this.