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The main problem is identified as the assumption that knowledge contained in a scientific article can be represented by a semantic network only, and therefore can be manipulated by formal logic approaches. Complementary to this, a plea is made to start an argumentational analysis of the \u2014 highly structured \u2014 corpus of scientific articles (mainly in physics). Such an analysis might lead to an argumentational syntax which will also enable the non\u2010expert to browse through large quantities of electronically stored articles. A first attempt at such an approach is given. 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