We propose a formal framework for intelligent systems which can reason about scientific do-mains, in particular about the carcinogenicity of chemicals, and we study its properties. Our framework is grounded in a philosophy of scientific enquiry and discourse, and uses a model of dialectical argumentation. The formalism en-ables representation of scientific uncertainty and conflict in a manner suitable for qualitative rea-soning about the domain.
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