When trying to export a notebook with a table of contents the floating window appears, but with no content.
As an example of this, see this nbviewer page that demonstrates this extension.
http://nbviewer.ipython.org/github/dpsanders/IPython-notebooks/blob/master/IPython/nbtoc%20extension%20for%20IPython%20.ipynb