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Current literature highlights a wide variety of potential citizen science project outcomes, but no prior studies have systematically assessed performance against a comprehensive set of criteria. A novel framework applied to the Zooniverse platform illustrates how a success matrix can measure both contribution to science and public engagement levels relative to other projects.