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  "admission": {
    "by_family": {
      "calendar_composition": 150,
      "calendar_person_contrast": 150,
      "field_subject_topic": 150,
      "identity_in_subject": 150,
      "inbox_reply_subject": 150,
      "retrieval_action_contrast": 150,
      "sender_address": 150,
      "sender_calendar": 150,
      "sender_either": 150,
      "sender_name": 150,
      "sender_order": 150,
      "sender_subject": 150,
      "sender_topic": 150,
      "sent_calendar_subject": 150,
      "sent_forward_subject": 150,
      "sent_recipient": 150,
      "sent_reply_subject": 150,
      "sent_reply_topic": 150,
      "sent_topic_organisation": 150,
      "sent_what_did": 150
    },
    "empty_checks": 3000,
    "manual_rejected_versions": 72,
    "manual_versions_read": 3157,
    "new_rows": 3000,
    "positive_checks": 3000,
    "tokenizer_parity_rows": 3000,
    "wrong_plans_rejected": 22350
  },
  "date": "2026-11-08",
  "expanded_real_cache": {
    "independent_confirmation": false,
    "limitations": [
      "One existing mailbox snapshot; not a random sample of user traffic.",
      "Queries are generated and structured; prior findings informed the chosen families.",
      "Cached body text is partial; unavailable full text is reported separately.",
      "Sent reply/forward labels use subject prefixes, not verified thread relationships.",
      "Recipients, attachments, app routing and live Outlook UI are not evaluated.",
      "The native reader and its metadata export share a decoding implementation."
    ],
    "models": [
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        "actual_sandboxed_worker": true,
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            "passed": 7,
            "reference_complete": 10,
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            "total": 10
          },
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            "total": 10
          },
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          },
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          },
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          },
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          },
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          },
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          },
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        },
        "generated_queries_on_real_cache": true,
        "independent_confirmation": false,
        "model": "production-copy400",
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        "passed": 72,
        "protocol_sha256": "50d6be667c3e4a2b6e3c800be44cddc48a0bf5d16938a736810aee92def2469e",
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          },
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          },
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          },
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          },
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        "both_pass": 76,
        "guard_gains": 0,
        "guard_losses": 5
      },
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      },
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    },
    "post_hoc_audit": {
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        "subject_calendar_cases": 10,
        "unrequested_sender_filter": 10
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      "production-copy400": {
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        "unrequested_sender_filter": 10
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  "media_audit": {
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    "media_lost": 67
  },
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