How the Curiosity Rover's Nuclear Battery Works 14 years ago
Sorry, this is the one I meant to link to (probably the similar one you mention). Might be a better design to scale up. Don't know if the TEC is any more efficient though.
http://www.kickstarter.com/projects/tpod1/tpod1-thermoelectr...