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A Lift Is Not a Selection Gradient: What the Amplification-Lift Gap in Thinking Models Measures, Why an Answer-Aware Label and a Pooled Contrast Account for Much of It, and the Within-Prompt Test That Would Show Training Is Misdirected (LOR-00187)

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