Hi, Mark edwards
Considering the thermistor's value tolerance ( generally +/- 20%, 10% in the best cases ) , plus it's precision, linearity, and repeatability ...
on that a small range , a simple y = ax + b linéarisation will give a widely credible result !!!
Alain
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