Research Gap · Learning & Thinking · Ready for resolution review
Which metacognitive strategies improve calibration, learning choices, or error detection rather than just confidence?
Prefer systematic reviews and experiments that measure calibration or downstream performance.
Still open. A reviewed Evidence Decision and trusted Topic protocol exist, but no explicit closure record exists yet.
Evidence boundary
Do not treat introspection or confidence ratings as accurate self-knowledge by default.
Discovery queries
metacognitive strategy calibration learning systematic review
Research candidates
- Evidence of impact and interpretational limits of generative AI in STEM education: a systematic review and meta-analysis on cognitive learning outcomes · support-existing · 2026-08-25
- Enhancing Academic Performance Through Self-Explanation in Digital Learning Environments (DLEs): A Three-Level Meta-Analysis · propose-protocol · 2025-03-08
- The Effect of Prequestions on Learning: A Multilevel Meta-Analysis · propose-protocol · 2025-12-10
Reviewed Evidence Decisions
- Evidence of impact and interpretational limits of generative AI in STEM education: a systematic review and meta-analysis on cognitive learning outcomes · support-existing · reviewed 2026-09-05
- The Effect of Prequestions on Learning: A Multilevel Meta-Analysis · propose-protocol · reviewed 2026-09-15
- Enhancing Academic Performance Through Self-Explanation in Digital Learning Environments (DLEs): A Three-Level Meta-Analysis · propose-protocol · reviewed 2026-09-15
Trusted Topic protocols
- Ask a Few Questions Before You Start Learning · reviewed
- Ask for Feedback on One Specific Decision · practical
- Attempt First, Use AI for Feedback, Retest Without It · reviewed
- Decision Calibration Journal · practical
- Deliberate Attention Switching with Everyday Sounds · reviewed
- Explain What You Just Learned in Your Own Words · reviewed
- Record What Would Change a Belief · practical
- Record What Would Change Your Confidence Before You Commit · practical
Closure rule
Brali does not close this gap because a paper exists or because a protocol sounds plausible. Closure requires an explicit resolution whose reviewed Evidence Decisions map to this Topic and whose referenced protocols are present in the trusted protocol feed for the same Topic.