Is one run enough? Reproducibility of flagship large language models across temperature and reasoning settings in biomedical text processing
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Background: To quantify run-to-run reproducibility of Gemini 3 Flash Preview and GPT-5.2 for trial-success classification across temperature and reasoning/thinking settings and determine whether single-run reporting suffices. ... ...
