def METHOD_NAME(args):
    golden_raw, pred_raw, golden_label, pred_label = load_from_file(args)
    golden_dict = pick_max_golden_evid(golden_raw, pred_raw)
    macro_f1, scores = calc_model_f1(golden_dict, pred_raw, len(golden_raw))
    return macro_f1, len(golden_raw)