Score contribution per author:
α: calibrated so average coauthorship-adjusted count equals average raw count
We establish the effort-maximizing rule of allocating heterogeneous prizes when contestants privately observe their effort efficiencies. With ex ante symmetric players and increasing virtual effort efficiency, an all pay auction maximizes the total expected effort.