If you look at the actual study the effect size is very slight https://www.researchgate.net/profile/Isabel-Gauthier/publica...

The correlation may be just above what the author thinks is significant but eyeballing the data I would say the effect size is simply too small for there to be any meaningful conclusion taken from it.