berberidaceae: shrubs or herbs
magnoliid dicot family: family of dicotyledonous flowering plants regarded as among the most primitive of extant angiosperms
valence: (chemistry) a property of atoms or radicals; their combining power given in terms of the number of hydrogen atoms (or the equivalent)