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Five ways to ensure that models serve society: a manifesto

Cartoon of scientists and policymakers inspecting the inside of a black box that is outputting a policy document

Illustration by David Parkins

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Nature 582, 482-484 (2020)

doi: https://doi.org/10.1038/d41586-020-01812-9

References

  1. Mayo, D. G. Statistical Inference as Severe Testing (Cambridge Univ. Press, 2018).

    Google Scholar 

  2. Devlin, H. & Boseley, S. ‘Scientists criticise UK government’s ‘following the science’ claim’ (The Guardian, 23 April 2020).

  3. Stirling, A. ‘How politics closes down uncertainty’. Available at https://go.nature.com/3kjvutz.

  4. Behrend, M. R. et al. PLoS Negl. Trop. Dis. 14, e0008033 (2020).

    Article  PubMed  Google Scholar 

  5. Kay, J. A. & King, M. A. Radical Uncertainty: Decision-making Beyond the Numbers (W. W. Norton & Company, 2020).

    Google Scholar 

  6. Puy, A., Lo Piano, S. & Saltelli, A. Geophys. Res. Lett. 47, e2020GL087360 (2020).

    Article  Google Scholar 

  7. Sarewitz, D., Pielke, R. A. & Byerly, R. Prediction: Science, Decision Making, and the Future of Nature (Island Press, 2000).

    Google Scholar 

  8. Porter, T. M. Trust in Numbers: The Pursuit of Objectivity in Science and Public Life (Princeton Univ. Press, 1996).

    Google Scholar 

  9. Ferguson, N. M. et al. Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand (Imperial College London, 2020).

    Google Scholar 

  10. Espeland, W. N. & Stevens, M. L. Eur. J. Sociol. 49, 401–436 (2008).

    Article  Google Scholar 

  11. Bruno, I., Didier, E. & Vitale, T. Partecipazione e Conflitto 7, 198–220 (2014).

    Article  Google Scholar 

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