Okay, it's starting to look like it truly is just a reception issue. Closing the lid makes the number of signal-locked satellites drop, but not disappear completely.

The reason it acted like an "off switch" is because our software (and many others) will reject out-of-hand any samples with a high enough DOP. Closing the laptop lid reduced GPS reception so much that all samples immediately stopped passing the DOP bar.