Mozilla Firefox here. I did get the window to stay put after clicking SEARCH but I really have to maneuver the cursor to avoid passing over the Advanced Search link and not leave the window. Java isn't sure if you want the window or something under it.
That seems to be the trick, or scroll back to the top.