AINeutralarXiv – CS AI · 10h ago6/10
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FirstPass: Grounding AI Scientific Judgment in Multi-Round Editorial Outcomes
Researchers introduce FirstPass, a dataset and fine-tuned AI model that significantly improves peer-review prediction by training on 3,668 multi-round editorial dialogues from Nature Communications across five scientific domains. The model achieves 80.5% accuracy in predicting editorial outcomes, outperforming existing systems by grounding AI judgment in real iterative peer-review processes rather than stylistic mimicry.
🧠 Gemini