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Alexander Gruen, Karl Mattingly, Ellen Morwitch, Frederik Bossaerts, Manning Clifford, Chad Nash, John P A Ioannidis, Anne‐Louise Ponsonby (2023). Machine learning augmentation reduces prediction error in collective forecasting: development and validation across prediction markets. , DOI: https://doi.org/10.1101/2023.01.19.23284578.