Barely Significant

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The results of machine learning indicated that emotional facial expressions of fear could differentiate lying from truth-telling in the high-stake game show; the paired comparisons showed significant differences between lying and truth-telling in values of AU20 of fear (AU5 is marginally significant).
Catching a Liar Through Facial Expression of Fear.
Front Psychol · 2021 · PMC8217652