Benchmark audit
Would this reviewer want this paper?
Each pair uses one same-session paper as expertise and the other as a review preference. Mark whether a researcher who wrote the left paper would reasonably want to review the right one. Same-session leftovers and hard negatives are shown so you can judge label quality, not just title similarity.