In most cases studied flower doubling is caused by mutations in specific (sometimes known) genes. Sometimes the mutations are "dominant"; sometimes they are "recessive" but they probably typically show variable expressivity (they do not produce the same characteristic each time) and they may have incomplete penetrance (individuals may have the mutation and should show double flowers but do not).
