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We examined the stability of cut scores from the Beuk method. We studied the effects of panelist agreement and score distributions, and we introduce a bootstrapping procedure to estimate standard errors. We simulated varying panel disagreement, sizes, and number of bootstrap replications. The results provide guidance about achieving optimal stability.