def selection(specimens: List[Specimen]) -> List[Specimen]:
    '''
    Randomly select 2 specimens based on the survival probability
    '''
    specimens_p = []
    for specimen in specimens:
        specimens_p.append(specimen.survival_p)
    chosen_specimens = choice(specimens, 2, p=specimens_p)
    return chosen_specimens