Those are going to be hard to calibrate.
You could try getting some ice water going, plenty of ice. Put your themometer into a ziplock, and dunk it in. Leave it in for a while You could put the thing in the fridge to be sure it all gets chilled.
It should read 32F. But don't blame me if...