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      "title": "迁移学习辅助钙钛矿水氧化催化剂发现",
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      "source": "依据：主文 pp.1–3，Fig.1；组成空间与数据用途为讲解归纳。",
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      "source": "依据：本文引言与参考文献 11、21、62；未独立精读全部被引论文。",
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      "source": "Scientific method concept based on published Fig.1 and main text pp.2–5",
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      "title": "非 OER 数据改善了组成表征的重建",
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      "source": "依据：主文 p.2，Fig.2d；重建 RMSE 与 OER 过电位 RMSE 的任务和量纲不同。",
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      "title": "全局集成得到 8.90 mV 内部误差",
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      "source": "依据：主文 pp.3–4，Fig.2f；原文图像保留，不重绘数据。",
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      "source": "依据：摘要、主文 pp.4–5；合计 16,050 个候选化学式。",
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      "source": "依据：主文 pp.5–6，Fig.3c/h；两电极全槽电压与三电极过电位不能混比。",
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