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A new paradigm for creating and correcting scientific analyses is emerging, that of provenance-aware workflow systems. In such systems, repositories of workflow specifications and of provenance graphs that represent their executions will be made available as part of scientific information sharing. This will allow users to search and query both workflow specifications and their provenance graphs: scientists who wish to perform new analyses may search workflow repositories to find specifications of interest to reuse or modify.
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