Confidence Building Before a Certification Exam

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1. 11 July 2026 · corrected by Emir Baycan

   2 flagged findings: a quote attributed to Dr. Keith Stanovich citing his book *What Intelligence Tests Miss* (about rational thought broadly, not certification exam confidence) with no matching passage; a quote attributed to Dr. David Sherman with an unverified specific mechanistic claim about cortisol response and approach/avoidance motivation with no citation.

   Before

   "Test confidence is most accurately understood as calibrated certainty..." -- Dr. Keith Stanovich, University of Toronto, What Intelligence Tests Miss | "Pre-performance self-affirmation that is linked to specific past achievements...The mechanism involves reduced cortisol response and increased approach motivation rather than avoidance motivation." -- Dr. David Sherman, University of California Santa Barbara

   After

   Test confidence is most accurately understood as calibrated certainty... [de-attributed] | Pre-performance self-affirmation that is linked to specific past achievements, rather than general affirmations, is associated with measurable improvements in high-stakes performance. Self-affirmation research suggests this works in part by reducing stress reactivity and shifting the performer toward approach motivation rather than avoidance motivation.

   Why: De-attributed a quote citing Stanovich's book What Intelligence Tests Miss (about rational thought broadly, not certification exam confidence) with no matching passage. De-attributed and softened a Sherman quote's unverified specific mechanistic claim about cortisol response to appropriately hedged language. Retained the legitimate Stanovich and Sherman academic references unchanged.

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