Eric T Hyde, Julie A Gazmararian, Shannon L Barrett-Williams, Christi M Kay
Health Empowers You: Impact of a School-Based Physical Activity Program in Elementary School Students, Georgia, 2015-2016
The Journal of school health
results computational analyses require transparent disclosure supporting resources analyses often large scale involve multiple processing steps separated time evidence correctness analysis include textual description also formal record computations produced result including accessible data software runtime parameters environment personnel involved article describes fairscape reusable computational framework enabling simplified access modern scalable cloudbased components fairscape fully implements fair data principles extends provide fully fair evidence including machineinterpretable provenance datasets software computations metadata computed results fairscape microservices framework creates complete evidence graph every computational result including persistent identifiers metadata resolvable software computations datasets used computation stores uri root graph results metadata ontology evidence graphs evi httpsw3idorgevi supports inferential reasoning evidence fairscape run nested disjoint workflows preserves provenance across run apache spark jobs scripts workflows usersupplied containers objects assigned persistent ids including software results annotated fair metadata using evidence graph model access validation reproducibility reuse archived data software