A growth/no growth boundary model based on interpolated probabilities is presented in this paper. The boundary is defined as the loci where the probability of growth for a sample is equal to its chance of no growth, P(growth) = P(no growth). Brochothrix thermosphacta was used as a test micro-organism to collect data near the boundary of growth/no growth, in a pH/NaCl grid. Results showed a dramatic change in the probability of growth at the boundary with minor changes of pH or NaCl, and that the location of the boundary was affected by the inoculum level A quadratic polynomial was used to describe the boundary of the growth region (interpolated P = 0.5). The importance of growth/no growth boundary models as limits for the application of kinetic models is discussed (C) 2000 Academic Press.