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A procedure is developed to obtain pseudo-canonical localized molecular orbitals for use in ab initio multireference CI calculations of the electronic spectra of molecules adsorbed on the surfaces of large clusters of metal atoms. The Pt 97 CO system is employed as a test and potential curves are computed for a large number of its electronic states. The present method is able to accurately...