Pages with videos refuse to cache

I have full page caching turned on and most of the site is perfectly implementing the full page cache. The issue I have is that we just recently added a vimeo video to each of 4 pages. One of the pages is a new page entirely and the others were existing pages that just had the video added to them.

With the new page when I look in page_enhanced/www.domain.com/ I don’t see the folder for the specific page. new-page/ doesn’t exist at all.

With the old existing pages I am now seeing existing-page/_index.html.old and no _index.html file itself.

I have a Video Schema Markup plugin from WireBuzz. In short it takes the video that is done with a standard wordpress embed and wraps it in the appropriate tags and descriptions from the schema.org site.

This plugin is using wp_remote_get to gather things when it specifically is looking to load data about vimeo videos.

My guess would be that a wp_remote_get is causing the plugin to think that the content would be ever changing and has thus decided it best to never cache that page. Are there any settings that I can change to resolve this? Or am I way off base with this?

http://wordpress.org/extend/plugins/w3-total-cache/