OS X Mavericks failed to download, Use the Purchases page to try again

I was trying to upgrade Mac OS and kept running into this error message when I tried to resume interrupted download. I was able to get around this problem by following steps mentioned below, which were originally posted in this post.

1. Quit App Store.
2. Open Terminal.
3. Execute this: defaults write com.apple.appstore ShowDebugMenu -bool true
4. Launch App Store.
5. At the Menu bar, there should be a "Debug".
6. Click on that and press "Reset Application"
7. Restart App Store.

After resetting the app store I was able to initiate a fresh download of Mavericks.