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  "limitations": [
    "Historical response positions are not verified; do not reconstruct voter weights.",
    "Response collection times and post-key edits are unknown.",
    "Published keys do not establish outcomes of later individual appeals.",
    "Only five exam clusters; question counts overstate independent exam diversity.",
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