JOBS;PAINS;GAINS "Pursue knowledgeBuilding reputation & creditPublish papersWrite proposals, get moneyReview papers and proposals";"Data cleaningBureaucracyCostTime - non-automation";"Expedite peer reviewReducing cycle time to scienceRecognition" "In addition, this audience had other drivers including:" "JobsData curationRepository functionsData integrationData discoveryData collection";"PainsWriting proposals that failRisk of losing reputation / not gaining creditUnknown unknownsData wrangling & interrogating/ Reproducing an analysis";"GainsAdvancing scienceReproducibilityWaste building/ proving prior investmentMore time for scienceMake grant proposals easier to write review"