Oops, I have just discovered that I had not the latest version of the script (0.9.6.4). After the update it works fine for me now.
@warcode: Check under "help - check for updates" if you have the newest version of the script and that under "preferences - plugins - imdb - configure" the setting "download full plot summary" is enabled.