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There are no accepted guidelines for detecting biases or logical gaps between 'generalized knowledge claims' (GKC’s) and the evidence used to produce them. In this important new article in Global Environmental Change, several GLP Members propose a typology of GKCs based on their evidence base and the process by which they are produced.