Creative Commons Share Alike 3.0
By default opened messages are marked as read after 1.5 seconds.
Open the Terminal application.
Run the command gsettings set org.gnome.evolution.mail mark-seen-timeout 1500 and replace 1500 (1.5 seconds) by a value that suits you better.
Run the command gsettings set org.gnome.evolution.mail mark-seen false