In this case the outcome is binary though, "Recession" or "No recession"
Recession or not is binary, but that doesn't mean we have a 50% chance of entering one on a given day.
If recessions happened every other financial quarter then the outcome would be binary. But historically recessions not that common; they happen in less than 1 in 20 financial quarters. So the D20 analogy is actually something of an understatement.
So it’s like predicting that you’ll roll a 1 on a die. Flipping a coin for your prediction would say you’ll roll the 1 50% of the time, which is obviously wrong.
That doesn't include false negatives of course. Actuals vs positive predictions tells you nothing interesting.