Content analysis of #GymTok videos finds positive associations between muscularity, perceived harm, and engagement metrics, implying TikTok algorithms may amplify muscular ideals and risky behaviors.
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2026 2verdicts
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A late-fusion gradient-boosting pipeline with LLM semantic features is submitted to the EXIST 2026 lab for sexism identification in memes and videos, showing mixed generalization from development to test data.
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The Body as Status: Muscularity, Engagement, and Body Image Risk on #GymTok
Content analysis of #GymTok videos finds positive associations between muscularity, perceived harm, and engagement metrics, implying TikTok algorithms may amplify muscular ideals and risky behaviors.