The following approach works for me on Windows 8.1 and IDEA 14.1:
Move the caret to the error location. The error message appears on the left side of the status bar below. Right-click the error message – a context menu containing a command “Copy” appears. Select the command “Copy”. Voila, the error message is in the clipboard.
