A framework for reviewing visible facial movement in recorded lessons without converting movement into a claim about learning state.
A time-coded change may help an educator revisit the lesson, but it does not establish confusion, engagement, anxiety, fatigue, curiosity, ability, or need. Student feedback and learning evidence provide the context.
Mental Edge must not determine grades, discipline, placement, counseling, accommodations, ability, mental health, or student suitability.
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