Derivation Web

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{"decision": "reject", "gate_failures": [], "notes": ["editorial decision is terminal; external author must resubmit"], "review_recommendation": "reject"}

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# Alpha memo: adaptation / training bounded update

**Research question:** How far does the Receipt 1 signal transfer across the setting tested by Receipt 2?

**One-sentence alpha:** adaptation / training looks positive in Receipt 1 but does not automatically transfer to Receipt 2, so the alpha is a species-, endpoint-, and setting-dependent translation boundary rather than a universal benefit cla…