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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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  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. Historical, Philosophical, and Sociological Perspectives on Earth System Modeling. Journal of Advances in Modeling Earth Systems. 2020 Rödder, Simone, Heymann, Matthias, Stevens, Bjorn

    Climate & climate change, Earth System Science, Predictions and projections

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  5. The Coupled Model Intercomparison Project: History, uses, and structural effects on climate research. WIREs Climate Change. 2020 Touzé‐Peiffer, Ludovic, Barberousse, Anouk, Le Treut, Hervé

    Ensemble methods

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  6. Epistemology and Politics in Earth System Modeling: Historical Perspectives. Journal of Advances in Modeling Earth Systems. 2019 Heymann, Matthias, Dahan Dalmedico, Amy

    Climate & climate change, Earth System Science, Predictions and projections

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  7. 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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