You could add a sentence such as:

"""
Objects that meet those conditions as said to implement the sklearn **Scorer protocol**.
"""

Having such an officially named, documented API will make it easier to have third party model selection and assessment software tools (for instance for someone would like to implement an randomized grid search that uses infrastructure such as http://picloud.com in a sister project with sklearn interoperability).