That psychology today link is a load of bunk. All of the examples are on average Do you know how averages work, how bellcurves represent typical patterns that are not absolute, and what plasticity is?
White and grey matter
Can you guarantee, as a male (taking a wild stab in the dark there...) that your gray matter is used more than mine, and my white matter more than yours? Cause I'm autistic so my brain isn't behaving "typically" already. Doesn't stop me being female and birthing children though, regardless of my "extreme male" cough, disproved brain.
Chemistry
Note - "average" and "overall"
Structure
Just gonna c&p this bit (for the fun of it)
"Females often have a larger hippocampus, our human memory center. Females also often have a higher density of neural connections into the hippocampus. As a result, girls and women tend to input or absorb more sensorial and emotive information than males do. By “sensorial” we mean information to and from all five senses. If you note your observations over the next months of boys and girls and women and men, you will find that females tend to sense a lot more of what is going on around them throughout the day, and they retain that sensorial information more than men.
Additionally, before boys or girls are born, their brains developed with different hemispheric divisions of labor. The right and left hemispheres of the male and female brains are not set up exactly the same way. For instance, females tend to have verbal centers on both sides of the brain, while males tend to have verbal centers on only the left hemisphere. This is a significant difference. Girls tend to use more words when discussing or describing incidence, story, person, object, feeling, or place. Males not only have fewer verbal centers in general but also, often, have less connectivity between their word centers and their memories or feelings. When it comes to discussing feelings and emotions and senses together, girls tend to have an advantage, and they tend to have more interest in talking about these things."
Blood Flow and Brain Activity
Again, "often", "in general" and "tend to"
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Perhaps try reading a tad more critically in future, before suggesting we are the uneducated ones, yes love? :)