\[p(k)= \frac{\exp(z_k)} {\sum\limits_{m \in \mathcal{D}} \exp(z_m)}, \qquad k \in \mathcal{D}.\]The final scalar score is the expected value of this distribution:
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In addition, they warn that expanding age-verification systems represent not only a usability challenge but a structural shift in how identity becomes tied to online behavior. Age verification risks tying users' "most sensitive and immutable data" — names, faces, birthdays, home addresses — to their online activity, according to Molly Buckley, a legislative analyst at the Electronic Frontier Foundation. "Age verification strikes at the foundation of the free and open internet," she said.
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One factor that is often even more important than performance itself is the performance-to-price ratio.