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tokens: ACKNOWLEDGEMENTS The authors are supported by the project grant 2014.0017 ‘IMPACT’ from the Knut and Alice Wallenberg Foundation. AJ was supported by the European Research Council under ERC Consolidator Grant agreement 724687-PLANETESYS, the Swedish Research Council (grant 2014-5775), and the Knut and Alice Wallenberg Foundation (grants 2012.0150, 2014.0017, and 2014.0048). The simulations were performed on resources provided by the Swedish National Infrastructure for Computing (SNIC) at Lunarc. This research has made use of the Exoplanet Orbit Database and the Exoplanet Data Explorer at exoplanets.org . We thank the referee, John Chambers, for a careful and insightful referee report.