| # 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. | |