Article

SCALE: Dialogical Cognition as the Algorithmic Engine of Far Transfer (A Target Article for Behavioral and Brain Sciences)

2025-10-22

Abstract excerpt

<p>Far transfer—applying learned principles to superficially dissimilar contexts—remains elusive despite decades of educational research. Meta-analyses show transfer occurs rarely and unpredictably, even among high-performing learners. We argue the problem is not insufficient metacognitive awareness but missing algorithmic specification: existing frameworks describe transfer as desirable but do not specify the cog...

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Literature Corpus work: 4460b5f2-61f6-5706-8b1e-e48b7b571e30
DOI: 10.31234/osf.io/8uked_v1

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