It tracks nixpkgs-23.11

Now at the bottom it links to an example of pinning without using flakes, but the page you linked directly does not pin nixpkgs.

Flakes pin by default, and defaults matter. Using flakes, anything that isn't explicitly listed with a hash to ensure it's unchanged must be explicitly listed as an input, and a lock file for the inputs is automatically generated.