Some progress.
I know I know. Crap thermometer. Consider it a proof of concept.
I am generating a correction curve like this before I install it for a test drive sans insulation.
This curve is generated from about 50 images like this with different water temperatures:
I will keep you posted.
Cheers
Incoherent