Youtube Spacer for Chrome
More About Youtube Spacer
Well, this extension prevents that exactly. On Youtube videos, it will actually play and pause the videos, instead of scrolling down the damn page.
NOTE: Only works with HTML5 video. To access this feature, make sure your browser is updated and navigate to http://youtube.com/html5 to enable HTML5 video.