This is not the right choice. In terms of voltage, the capacitor must be rated for the operating voltage. In your case, it should be rated for 6.3 volts, or at most 10 volts. At such voltages, the restoration of the oxide layer destroyed by the electrolyte is guaranteed if the capacitor is electrolytic.