Preheat your oven to 350 degrees Fahrenheit.
In a mixing bowl, whisk together the flour, baking powder, baking soda, salt, ground cinnamon, ground nutmeg, ground ginger, and ground cloves. Set this dry mixture aside.
In the bowl of an electric stand mixer fitted with the paddle attachment, combine the brown sugar and granulated sugar until there are no lumps left. Add in the softened butter and half of the oil. Whip until the mixture becomes pale and fluffy. Mix in the remaining oil and then blend in the eggs, one at a time. Finally, incorporate the vanilla extract.
Add half of the flour mixture to the wet ingredients and blend until it's nearly combined. Then, add in the pumpkin puree and orange juice, mixing until nearly combined. Finish by adding the remaining half of the flour mixture and mixing until nearly combined. Remove the bowl from the stand mixer and gently fold the batter with a rubber spatula until fully combined.
Divide the batter evenly among 14 paper-lined muffin cups, filling each about 3/4 full.
Bake in the preheated oven for 18 to 22 minutes, or until a toothpick inserted into a cupcake comes out clean. Allow the cupcakes to cool in the muffin tin for several minutes, then transfer them to a wire rack and let them cool for about 10 more minutes. Finally, transfer the cooled cupcakes to an airtight container to finish cooling, which helps seal in moisture and keep them moist.