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Hanae Morita

Works on review quality, moderation design and institutional trust systems for online science.

Senior LecturerUniversity College LondonOpen to collaborate

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Senior Lecturer

We curate paper, code and dataset benchmarks for biology-focused language models under provenance and reproducibility constraints.

This paper combines institution verification, topical expertise and trust snapshots to route methodological questions to the right specialists.

We propose ledger-based moderation records that improve accountability, appeals and policy learning in research products.

We evaluate rubric design for structured reviews, moderation queues and reviewer calibration in technical communities.