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On the basis of an empirical study of categorisation and lexicalisation processes in a corpus of English language scientific publications in the domain of the life sciences, we claim that traditional terminology theory (the Vienna school) has five principles which impede a realistic description of many categories and terms. We propose an alternative socio-cognitive terminology theory inspired by cognitive semantics.