We report on quantum dot based Josephson junctions designed specifically for measuring the supercurrent. From high-accuracy fitting of thecurrent-voltage characteristics, we determine the full magnitude of the supercurrent (critical current). Strong gate modulation of the criticalcurrent is observed through several consecutive Coulomb bloc
kade oscillations. The critical current crosses zero close to, but not at, resonancedue to the so-called 0-
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transition in agreement with a simple theoretical model.