welfare and above which revealing the service capacity maximizes social welfare. These analyses yield insights on whether … not high, there is a threshold on the fractional part of the normalized service reward below which revealing the service … capacity maximizes throughout and above which a finite sample size maximizes throughput. Moreover, there exists a threshold …