I don't think it's a case of any hardware wearing out, because I sometimes have a "good" period of a day or two every so often, when this effect doesn't happen.

I'm pretty sure it's not temperature-related, as I get it at home, at work, and in the car.

Perhaps communication between the kernel and the watchdog voltage sensor is flakey?