In the scenario described, the independent variable (i) is the temperature of the air in the oven, and the dependent variable (d) is the time for the cake to bake. This is because the time it takes for the cake to bake depends on the temperature set in the oven.
So the correct identification is:
i = the temperature of the air in the oven
d = the time for the cake to bake