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The influence function is chosen as in Model 1 by π(p, c) = exp(−0.08 ⋅ dp,c). Romanised municipalities are marked in red. Roman roads network lines reproduced with permission from Ancient World Mapping Center [60] under a CC BY licence, original copyright 2015.
