【锚点】这一篇只钉一个判断:【「top 10%」不是论文的属性,是「论文 × 参考集」这个二元组的属性——参考集换了,坐标就换了,而参考集是人选的。】 【显式】先把两个一眼可见的事实摆出来: 1. 引用分布极端右偏。WoS 口径下,很大比例的论文终其一生被引停在个位数,而被引最高的那一小撮拿走总引用的一半以上。这意味着「均值」在这里几乎不可用——它被尾部拖着走。 2.…
【锚点】这一篇只钉一个判断:【引用】不是对一篇论文的掌声,而是【引文语境】里的一次功能调用;同一篇论文可以被【支持】【反驳】【借用方法】或【当作背景】,而传统【引用计数】把这四种关系压成一个数。 【显式】【Web of Science】的【Citation Reports】能告诉你「谁引用了它」,但不能告诉你「引用它时做了什么」。【Bornmann】等人提出的【citation-context…
【锚点】这一篇只钉一个判断:基金评审的多数失败不是「质量不够」,而是【信号在噪声里没被捞出来】。因此策略重心该从「提高质量」移到「降低评审的认知成本」——这两件事的收益曲线完全不同。 【显式】Pier 等 2018 年在 PNAS 发过一个不太受欢迎的结果:同一批 NIH 申请,分给不同评审组打分,组间一致性很低(overall impact 的 ICC 大约…
【锚点】这一篇只钉一个判断:评审给「可行性」打分时,问的不是「你能不能做成」,是「你知不知道它会在哪里坏」。 【显式】一个 1989 年的实验。Mitchell、Russo 与 Pennington 让被试估计若干历史事件发生的概率;其中一组被要求先假定「事件已经发生」,再解释「为什么会发生」——这叫 prospective…
【锚点】这一篇只钉一个判断:Specific Aims 页的功能不是「概括全文」,而是和评审人签一份【可核对的承诺】。它一旦写成承诺,Research Strategy 就必须按同一顺序、同一措辞逐条兑现——错位一次,评审人的认知负荷就翻倍。 【显式】先给一个可查的机制。NIH 标准评审里,每位评审先读 Specific Aims(约 1 页、4 段:背景缺口 / 长期目标 / 本申请目标 /…
【锚点】这一篇只钉一个判断:在引文分析里,【「高于领域平均」】不是一句褒奖,而是一句统计学上信息量极低的话——因为引文分布是重尾的,均值被前 1% 拖着走,多数论文必然低于均值。用均值做的领域归一化(MNCS / FWCI),在小集合上不是测量,是噪声放大器。 【显式】事实:引文分布极度右偏。在任何给定的「子领域 × 出版年 ×…
【锚点】这一篇只钉一个判断:在基金评审里,reference list 不是附录,是【第一份 preliminary data】——它证明的不是你读过文献,是你属于哪个【无形学院】。 【显式】Pier 等 2018 年在 PNAS 上量化过一件事:同一批 NIH 申请,不同评审给出的分数一致性很低(论文标题就叫《Low agreement among reviewers evaluating…
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