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For mercury thermometers, it's because mercury freezes at -38C (-37F). Alcohol (red liquid) thermometers should work to -70C (-94F).

It's not clear why your thermometers don't register below -40, unless it's a legacy of the mercury thermometer limitation baked into the product (or frozen in, so to speak).

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