def predict_class(annotator, fsid, alpha):
    """
    Returns the candidates using a given alpha and fsid

    :param annotator:
    :param fsid:
    :param alpha:
    :return:
    """
    annotator.compute_f(alpha)
    candidates = annotator.get_top_k(fsid=fsid)
    return candidates