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The study you clicked on claims to be an IQ study or even meta-IQ study. So whatever it is doing, it would be weird if it omitted Visual-Spatial ability (which I think is commonly studied). The absence of a strong claim is consistent with the authors being agnostic/open minded/uncertain of this value.
To contextualize, Visual-Spatial awareness is pretty normal in IQ tests, it would be like asking math or verbal questions on an SAT.
(I don't know much about IQ tests in the way I know about other disciplines, I thought about all of the above for about 60 seconds and deduced some things before I typed this but I'm pretty sure I'm right).