Composition of semen:

• sperm
• fructose
• water
• ascorbic acid (Vitamin C)
• citric acid
• various and sundry enzymes
• phosphate
• bicarbonate buffers (to maintain pH)
• zinc

Note the absence of testosterone, or any other hormone .