# Gallery-state replay protocol Hold the encoder, image preprocessing, query roster, taxonomy mapping, aggregation rule, similarity measure and tie-breaking rule fixed. Change only the gallery state using the membership tables under `views/`. Report query-micro and species-macro top-1, top-5 and top-20 on the fixed query denominator. For every adjacent state and for the declared endpoint contrast, also report wrong-to-right, right-to-wrong and net-correct counts. Use 20,000 target-species-cluster bootstrap replicates for intervals. Every result must name the encoder revision, preprocessing, state manifest SHA, aggregation rule, query roster, taxonomy version and deterministic tie-break. Unsupported targets, unmapped predictions and abstentions remain in the denominator and score as incorrect.