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      <title>Teaching Has a Poker Face: Why Teacher Emotion Needs Its Own AI</title>
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      <description>A mechanism-first reading of T-MED and AAM-TSA, showing why teacher emotion recognition needs domain-specific multimodal design rather than generic sentiment analysis.</description>
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