You can remember the meaning of 可能性 with this easy mnemonic:
I don't think I can (可) do that. I am not capable (能) of hunting animals, it's just not in my nature (性). Any possibility that you'll do it for me?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.