Discovery and disclosure means that the process that was taken to get the witness to testify and the rewards and incentives that were offered should all be shared with defense and judges so that there is a possibility for the defense or any interested party to refute and challenge the validity of the evidence.  This also influences the prosecution to use as little incentivization as possible which inherently can make testimony more reliable.