Sponsorship money is to my understanding pretty much always paid beforehand; the marketer gives a sum of money and just for doing the ad read, the podcaster gets paid.

Actual payment on clickthrough/conversion rate is pretty uncommon. The podcaster isn't harmed by anyone skipping the ads.