I have no idea why you quoted my previous post as it would appear unrelated to this issue from April 2011.
The point of the web shield detections are to attempt to block it from getting on to your system, by dropping/aborting the connection considered infected. So it shouldn't be on your system, but you can do an avast scan for confirmation, clear your browser cache/temp internet files folder is also advisable.
When posting a link to a suspect site break the link, please modify your post by changing http to hXXp to prevent accidental exposure to an infected/suspect site.
Whilst only avast detects this, that doesn't mean it is incorrect as many aren't even checking for this much less able to detect it (
VirusTotal results). But there appears to be a packed obfuscated {gzip} file being loaded with the home page, see image1 background of the contents of this file and foreground of the alert information.
Another site Securi (
http://sitecheck.sucuri.net/scanner/), agrees with avast the site is infected, see image2. So the site may well have been hacked.