2. Comprehensive characterisation of a probe, including the necessary broad cross-screening, requires extensive experimental work. In addition, the results need to be accessible (ideally in an open-access textminable publication), reproducible and easily captured for transfer into database records. This situation can obviously be ameliorated by generating more data but it is not clear going forward how the existing data gaps can best be backfilled.