Paragraph above the one you quoted says twice the rate for via-paper events.

Sure. But you asked about where it said that female decision-makers behave differently from male decision makers.

Neither says that men are rewarded for engaging in salary negotiation.

I didn't say they were. Although one could easily argue, if they wanted to be pedantic, that receiving better salaries and bigger raises counts as a 'reward.'