The author recommends freezing the question list before scoring and reporting every row's result and the reason for any missing ones; where each question can be annotated with the documents that should be retrieved, compute recall@k with simple counting, since under deterministic retrieval such metrics carry no run-to-run noise at all; and write reference answers as multiple checkable claims, to avoid single-sentence references turning recall into a coin flip.