Was Madonna's non-nomination for Evita really shocking?

People often comment that Madonna was upset about her non-nomination for an Oscar for Evita, but was it really shocking? She won the Golden Globe for comedy over McDormand (which I find shocking and ridiculous), but she didn’t show up in any other precursors. At the same time, they treat her non-nomination as something surprising. I’d like to know if that really happened.