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А. А. Лымарь

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#large language models Open access Sep 2026

Can an LLM Agree with Itself? Repeatability and Reproducibility in Grant Screening

Large language models are increasingly being considered for grant proposal screening, yet their reliability has received less attention than their agreement with human reviewers. This case study evaluates the repeatability and reproducibility of direct textual interpretation by DeepSeek-V4-Flash-0731, run in reasoning...

А. А. Лымарь · 0 citations

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