Scientific publications have not traditionally been accompanied by data, either during the
peer review process or when published. Concern has arisen that the literature in many fields …

Being able to compare machine learning models in terms of performance is a fundamental
part of improving the state of the art in a field. However, there is a risk of getting locked into …

Over the past decade a number of applied research fields have been unable to replicate
important findings that were once thought to be robust. Commonly referred to as the …

The past half-decade has seen the applied sciences in the throes of acute growing pains. In
what has become known as the replication crisis, widespread failures to replicate prior …

Останніми роками все більшою проблемою стає “імітація” наукової діяльності. Це,
зокрема, проявляється у зростанні кількості неякісних публікацій, що містять сумнівні …