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>I hate that wage disparity is being heralded as a gender issue.

If wage disparity follows gender lines then it is a gender issue.

What if wage disparity follows the lines in negotiation ability even more strongly, does that make it an issue of negotiation skills then?

There is no wage disparity across gender lines when you take into account career choice.