Prior to each rest scan, subjects were presented the following instructions: 

"Keep your eyes open and stay awake"

Though I notice now that this isn't actually mentioned anywhere online or in the paper.

Probably best to cite the Frontiers paper describing the sample: http://journal.frontiersin.org/article/10.3389/fnins.2012.00152/full