@misc{kapoor2022leakage, title={Leakage and the Reproducibility Crisis in ML-based Science}, author={Sayash Kapoor and Arvind Narayanan}, year={2022}, eprint={2207.07048}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2207.07048} }