{"paper":{"title":"Virtual Data in CMS Analysis","license":"","headline":"","cross_cats":["hep-ex"],"primary_cat":"physics.data-an","authors_text":"A.Arbree, D.Bourilkov, G.Graham, J.Rodriguez, M.Wilde, P.Avery, R.Cavanaugh, Y.Zhao","submitted_at":"2003-06-02T19:50:18Z","abstract_excerpt":"The use of virtual data for enhancing the collaboration between large groups of scientists is explored in several ways:\n  - by defining ``virtual'' parameter spaces which can be searched and shared in an organized way by a collaboration of scientists in the course of their analysis;\n - by providing a mechanism to log the provenance of results and the ability to trace them back to the various stages in the analysis of real or simulated data;\n - by creating ``check points'' in the course of an analysis to permit collaborators to explore their own analysis branches by refining selections, improvi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"physics/0306008","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}