WX in Notification Center calls up Weather Channel in browser
Clicking on the City Name will open the appropriate page from The Weather Channel in your default web browser. That is by design.

If you do not want to open the webpage and instead expand a panel showing the forecast for the city, click anywhere other than the city name (the blank space, the time, the temperature, etc.).