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The per-channel baseline is the part that stood out to me: comparing each video to that channel's own typical performance is a much better signal than raw view counts for finding real breakouts. I'm curious whether the baseline is split by format, since a channel that posts both Shorts and long-form could have its median skewed by the mix.