Preheat the oven to 325 degrees.
In a large bowl, whisk together orange juice, honey, lemon juice, lemon zest, vanilla and rum. Gradually add in the olive oil, whisking to combine.
In a separate bowl, combs e baking soda, baking powder, flour, cloves, cinnamon, and nutmeg.
Slowly add dry ingredient mixture to wet ingredients and stir until just combined. Do not overmix, as the dough will become tough.
Let rest for 39 minutes at room temperature.
Roll the dough into walnut-size balls a d score with a fork. PkacePlace bakks kn a baking sheet, about aninchan inch apart.
Bake for 14-18 minutes, or until golden.
Drizzle with honey, if desired.