Unverified50% confidenceOpinionExact time
当rebuttal无法有效影响评分时，整个评审系统就失去了自我修正的能力，破坏了评审分数作为质量信号的可信度
1
Sources
50%
Confidence
Long-term
Relevance
8/7/2026
First Seen
Sources
Related Claims
UnverifiedThe Response should be consistent with the Rebuttal, as SACs can see the full review history and inconsistencies will seriously undermine credibility.73% similarUnverifiedRebuttal can improve scores but has limited effect; its core value lies in clarifying reviewers' misunderstandings, supplementing experimental data, and resolving reproducibility disagreements.70% similarUnverified评估分数依赖测试数据集，数据集随业务变化会导致评分漂移，使历史横向比较产生误导67% similarUnverified验证集和测试集不应做任何数据增强，一旦施加变换会引入系统性偏差，破坏对模型泛化能力的无偏估计64% similarUnverified不跨页切分会对检索质量造成损失，是在检索召回与可验证性之间的权衡61% similar
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