In his book, Reinventing Discovery: The New Era of Networked Science, Physicist Michael Nielsen discusses why scientists jealously guard their data and are slow to adopt online tools for collaboration. Nielsen talks about why attempts to create science wikipedias have failed.
http://www.npr.org/2012/01/27/145990103/can-science-be-done-without-secrecy
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http://www.elllo.org/english/1051/1075-Diego-RetailTherapy.htm
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