Why are the Ellis Island dollars fake 1906?

The premise of your question is not correct. Ellis Island dollars are not fake 1906 coins. They were genuine $1 notes of the Series 1928 series, that were specifically issued for use at Ellis Island from 1928-1941. These notes are collectible and hold historical significance, but they were not counterfeit