The cosine distance and inner product distance in the figure do not seem to use mapping $$\phi$$, is this a typographical error or is it intentionally designed in this way?
Thank you for pointing that out! This is a typographical error, and the mapping 𝜙 should indeed be used. We will correct this in the next version. Thanks again for your attention to detail!