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# Recommended cross-domain diagnostic

Apply the same source transition and aggregation rule to a natural-photo roster
and a museum-specimen roster. Report the sign and interval of the paired change
on each domain, then use expansion-only and depth-only reconstructions to
separate new-label competition from updates to existing prototypes.

Fish-Vista is not redistributed here. Obtain it from its authors and apply the
published adapter. This diagnostic is recommended because a source update can
help natural photographs while harming specimens under the same aggregation
rule; it is not a canonical leaderboard track.