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ESMFold: protein structures from a language model

Contribution grade

Life & medicine · Scoped scientific or research-capability contribution

Reference score14,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Inferred protein structures from sequences using a protein language model, enabling a large metagenomic structure-prediction atlas.

Scientific scope

Inferred protein structures from sequences using a protein language model, enabling a large metagenomic structure-prediction atlas. Scope limitation: Predicted structures and confidence estimates are distinct from experimentally solved structures. Atlas size is not a count of independently verified discoveries.

Evidence

Assessment uses the catalogue-linked source evidence for the stated contribution. Predicted structures and confidence estimates are distinct from experimentally solved structures. Atlas size is not a count of independently verified discoveries.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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