Is this Annie Moore?

Genealogist Megan Smolenyak is always curious, and that curiosity has led her to once again ask for help regarding a mystery surrounding Annie Moore, the first immigrant to arrive at Ellis Island. In an article in this week's Huffington Post, she outlines her case for this photo being one of Annie Moore with her brothers upon their arrival at Ellis Island and asks for help from anyone who might be able to provide a clue. What do you think? Can you help?