* recalled what we talked with Michael about: now "3" is spelled out

* apparently x axis was incorrect in Figure 6, next commit will
  ship corrected figure (svg + high-res jpg for the paper)

* added XXX placeholders so we don't forget anything

* in the code removed few bogus spaces