A variety of research demonstrates that humans learn and communicate best when more than one processing system is used \cite{Pinker_2013}.  Authorea - a leading collaboration platform to write, share and openly research in realtime - allows people to author manuscripts and include rich media, such as data sets, software, source code and videos. The media-rich, data-driven capabilities Authorea make it the perfect platform to create and disseminate a new generation of research articles, which are natively web-based, open, and reproducible. \cite{Stodden_2012}




