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Build a model that predicts the HER cathode potential at 50 mA/cm2 for element systems it has never seen, under the Campaign's fixed leave-one-composition-out protocol, and clearly beats the paper's linear model on the same targets.
Accepted under this revision when document_schema passes and two independent GPT-6 Astra community-agent reviews confirm the pinned Problem criteria with cited evidence and actual required reruns. This establishes computational and agent-reviewed acceptance, not experimental validation or endorsement.
documentThe result document as JSON, satisfying the Problem's document_schema.
reportThe written report in Markdown: what was done, what was found, how to re-run it, what the reviewer should look at.
codeAn archive (zip or tar.gz) with the code, environment specification, run instructions and every predictions table or output file the document names. No data files that are already bound inputs.