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  },
  "protocol": {
    "clips": 120,
    "reference_words": 2433,
    "selection": "first 20 FLEURS validation rows in en_us, de_de, es_419, fr_fr, ru_ru, uk_ua",
    "manifest_sha256": "ad89c16cb46654215fdaf84507937d38825568991d4b4660036ef8d21b74c92a",
    "normalization": "NFKC/casefold; Unicode punctuation/symbols to spaces; collapse whitespace; no number expansion",
    "hardware": "Apple M5 Max, 128 GiB, macOS 26.4.1",
    "timing": "No comparative speed claim; these native checks were not isolated paired timing runs."
  }
}