They respond slowly when removed from the water. The history of this device is discussed by Ronald Geballe in an article titled "Note on 'A thermometer based on Archimedes' principle' by George Nickas ...

for instance—but determining which numbers to use on the thermometer is entirely up to the inventor. In this interactive, create your own temperature scale by choosing fixed points of your own.