One of the interesting takeaways of the replication crisis in psychology is the famous Dunning–Kruger effect fails to replicate once you control for regression to the mean and superiority bias. It's a nice story that teaches you a good lesson about shutting up and listening to people smarter than you but it's not real and it's not science.

Psychology is full of junk and you're right to be skeptical of it.