Preheat your oven to 300°F (150°C) and prepare a baking tray lined with aluminum foil.
In a small bowl, mix together the maple syrup, smoked paprika, garlic powder, salt, and pepper to form a glaze.
Pat the baby back ribs dry and rub the glaze evenly over the meat, ensuring full coverage.
Place the glazed ribs on the prepared tray and cover tightly with foil to lock in moisture.
Bake in the preheated oven for about 2 to 2.5 hours, until the ribs are tender.
Increase the oven temperature to 425°F (220°C), remove the foil, and brush any remaining glaze over the ribs.
Return the ribs to the oven for an additional 10-15 minutes, allowing a caramelized finish to develop.
Remove from the oven, let rest for a few minutes, then serve and enjoy your smoky, maple-glazed baby back ribs.