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    "location_text": null,
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    "best_post_interactions": null,
    "unit_note": "engagement_rate is a ratio (0-1); the interaction fields are absolute counts."
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    "roles": [
      "none"
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    "credibility_score": 58,
    "grade": "C",
    "anomaly_flags": [],
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
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      "type": "creator_content",
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