Several scientific disciplines have been rocked by a crisis of reproducibility in recent years . Not long ago, Bayer researchers found that they were only able to replicate 25% of the important pharmaceutical papers they examined , and an MIT report on Machine Learning papers found similar results. Some fields have begun to emerge from their crises,
