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 "citation": "@article{macknight2024iron,\n  title={Pre-trained knowledge elevates large language models beyond traditional chemical reaction optimizers},\n  author={MacKnight, Robert and Regio, Jose Emilio and Ethier, Jeffrey G. and Baldwin, Luke A. and Gomes, Gabe},\n  journal={arXiv preprint arXiv:2509.00103},\n  year={2024},\n  url={https://arxiv.org/abs/2509.00103}\n}",
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