def consistency_guarantees(X, y, model_generator, method_name):
    """ Consistency Guarantees
    transform = "identity"
    sort_order = 1
    """
    guarantees = {'linear_shap_corr': 1.0, 'linear_shap_ind': 1.0, 'coef': 
        0.0, 'kernel_shap_1000_meanref': 0.8, 'sampling_shap_1000': 0.8,
        'random': 0.0, 'saabas': 0.0, 'tree_gain': 0.0,
        'tree_shap_tree_path_dependent': 1.0, 'tree_shap_independent_200': 
        1.0, 'mean_abs_tree_shap': 1.0, 'lime_tabular_regression_1000': 0.8,
        'lime_tabular_classification_1000': 0.8, 'maple': 0.8, 'tree_maple':
        0.8, 'deep_shap': 0.6, 'expected_gradients': 0.6}
    return None, guarantees[method_name]
