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Practice and philosophy of climate model tuning across six US modeling centers. Geoscientific Model Development. 2017 Schmidt, Gavin A., Bader, David, Donner, Leo J., Elsaesser, Gregory S., Golaz, Jean-Christophe, Hannay, Cecile, Molod, Andrea, Neale, Richard B., Saha, Suranjana

Calibration/tuning, Confirmation & evaluation, Ensemble methods

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Cites (5)

Citations in the corpus, listed by decreasing publication date.

  1. The Art and Science of Climate Model Tuning. Bulletin of the American Meteorological Society. 2017 Hourdin, Frédéric, Mauritsen, Thorsten, Gettelman, Andrew, Golaz, Jean-Christophe, Balaji, Venkatramani, Duan, Qingyun, Folini, Doris, Ji, Duoying, Klocke, Daniel, Qian, Yun, Rauser, Florian, Rio, Catherine, Tomassini, Lorenzo, Watanabe, Masahiro, Williamson, Daniel

    Calibration/tuning, Confirmation & evaluation, Parameterization

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  2. Distinguishing between legitimate and illegitimate values in climate modeling. European Journal for Philosophy of Science. 2015 Intemann, Kristen

    Values

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  3. A practical philosophy of complex climate modelling. European Journal for Philosophy of Science. 2014 Schmidt, Gavin A., Sherwood, Steven

    Calibration/tuning, Confirmation & evaluation

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  4. Values and Uncertainties in the Predictions of Global Climate Models. Kennedy Institute of Ethics Journal. 2012 Winsberg, Eric

    Predictions and projections, Reliability & uncertainty, Values

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  5. Should we believe model predictions of future climate change? Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2008 Knutti, Reto

    Confirmation & evaluation, Reliability & uncertainty

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Cited by (4)

Cited by these reference in the corpus, listed by decreasing publication date.

  1. Expert judgment in climate science: How it is used and how it can be justified. Studies in History and Philosophy of Science Part A. 2023 Majszak, Mason M., Jebeile, Julie

    Communication of uncertainties, Expert judgement, Values

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  2. Machine learning and the quest for objectivity in climate model parameterization. Climatic Change. 2023 Jebeile, Julie, Lam, Vincent, Majszak, Mason M., Räz, Tim

    Calibration/tuning, Expert judgement, Machine Learning, Values

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  3. Diagnosing errors in climate model intercomparisons. European Journal for Philosophy of Science. 2023 O’Loughlin, Ryan

    Confirmation & evaluation, Robustness

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  4. On the appropriate and inappropriate uses of probability distributions in climate projections and some alternatives. Climatic Change. 2021 Katzav, Joel, Thompson, Erica L., Risbey, James, Stainforth, David A., Bradley, Seamus, Frisch, Mathias

    Decision-making, Ensemble methods, Expert judgement, Probability & possibility, Reliability & uncertainty

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