The gastrocnemius is a major muscle in the calf that plays a critical role in plantar flexion of the foot and knee flexion, contributing to movements such as walking, running, and jumping. It works in conjunction with the soleus muscle to form the calf muscle group, providing both power and endurance for lower leg activities.