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        "id": "BenchmarkTest01200",
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        "id": "BenchmarkTest00818",
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        "id": "BenchmarkTest00161",
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        "id": "BenchmarkTest00168",
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        "id": "BenchmarkTest00096",
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        "id": "BenchmarkTest00655",
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        "id": "BenchmarkTest00813",
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        "id": "BenchmarkTest00981",
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        "id": "BenchmarkTest01098",
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        "id": "BenchmarkTest00606",
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        "id": "BenchmarkTest00753",
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        "id": "BenchmarkTest01203",
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        "id": "BenchmarkTest00454",
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        "id": "BenchmarkTest00416",
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          "contentSha256": "ff5f607924ad1343944db71a4b002661fe7a83e8cb0ae44462ef3a31fcb163e4",
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        "normalizedReplyChanged": true,
        "findingSetChanged": true
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      {
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        "baselineRequestSha256": "c8d3801dc3addf0600d01b12a995da2da1572c332f8289118c911730e8ffede4",
        "finalRequestSha256": "c8d3801dc3addf0600d01b12a995da2da1572c332f8289118c911730e8ffede4",
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        "finalHttpStatus": 200,
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        "normalizedReplyChanged": true,
        "findingSetChanged": true
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      {
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        "finalRequestSha256": "4d1266de1eff142b76285c5d5d7e5c2558b2b1d383ed18a83b61d81e9af5bd77",
        "sameRequest": true,
        "baselineHttpStatus": 200,
        "finalHttpStatus": 200,
        "baselineReply": {
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          "normalizedFindingSetSha256": "2322258da19228deb55edafccfde9529d2e7893ebab0b8ba2172efb9cf1f1538",
          "findingCount": 8
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        "finalReply": {
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          "providerModel": "deepseek-flash",
          "contentSha256": "b76691c2a4b5a61f6987c27979fde50bc2643f035724048784c1febd6b0aa3eb",
          "normalizedReplySha256": "79401a0606700c3a1fc21e7951cb327b7df8df7f69e7d320b14d3b051f099acd",
          "normalizedFindingSetSha256": "6437f092a10abc7b5ff875f144f3bf64ebb451606f5dac41079797ca724d42ac",
          "findingCount": 1
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        "normalizedReplyChanged": true,
        "findingSetChanged": true
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    ],
    "paidCalls": 0,
    "scope": "Offline comparison of stored detection requests and replies. Reply normalization sorts object keys; finding-set normalization also ignores finding order. No source, request text or reply prose is exported. These paired outputs show variation for identical recorded inputs. Two runs do not estimate repeatability, identify a sole cause or establish customer accuracy."
  },
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    "startedAt": "2026-10-23T01:22:03.752Z",
    "finishedAt": "2026-10-23T01:25:54.285Z",
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              "status": "complete",
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              "findingCount": 2
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          },
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              "findingCount": 1
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          },
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            "after": {
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              "findingCount": 1
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          },
          "servedCombined": {
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              "findingCount": 2
            },
            "after": {
              "status": "complete",
              "detected": true,
              "findingCount": 3
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00403",
        "expectedCwe": "CWE-330",
        "vulnerable": false,
        "sinkLines": [
          50
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
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              "findingCount": 0
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              "findingCount": 0
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          },
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              "findingCount": 0
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          },
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              "detected": false,
              "findingCount": 0
            }
          },
          "servedCombined": {
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            },
            "after": {
              "status": "complete",
              "detected": false,
              "findingCount": 0
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00863",
        "expectedCwe": "CWE-330",
        "vulnerable": true,
        "sinkLines": [
          49
        ],
        "outcomes": {
          "nativeDeterministic": {
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              "status": "complete",
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              "status": "complete",
              "detected": true,
              "findingCount": 1
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          },
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              "findingCount": 0
            }
          },
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              "findingCount": 0
            }
          },
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            "after": {
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              "detected": true,
              "findingCount": 1
            }
          }
        }
      },
      {
        "id": "BenchmarkTest01093",
        "expectedCwe": "CWE-501",
        "vulnerable": false,
        "sinkLines": [
          51
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
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              "findingCount": 0
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          },
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              "findingCount": 0
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          },
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              "findingCount": 0
            }
          },
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            "after": {
              "status": "complete",
              "detected": false,
              "findingCount": 0
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00340",
        "expectedCwe": "CWE-501",
        "vulnerable": true,
        "sinkLines": [
          45
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
              "detected": true,
              "findingCount": 2
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            "after": {
              "status": "complete",
              "detected": true,
              "findingCount": 2
            }
          },
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              "detected": false,
              "findingCount": 1
            }
          },
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              "findingCount": 1
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          },
          "servedCombined": {
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            "after": {
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              "detected": true,
              "findingCount": 3
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          }
        }
      },
      {
        "id": "BenchmarkTest00826",
        "expectedCwe": "CWE-502",
        "vulnerable": false,
        "sinkLines": [
          52
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
              "detected": false,
              "findingCount": 0
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              "status": "complete",
              "detected": false,
              "findingCount": 0
            }
          },
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              "findingCount": 1
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          },
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              "detected": false,
              "findingCount": 0
            }
          },
          "servedCombined": {
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            "after": {
              "status": "complete",
              "detected": false,
              "findingCount": 0
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00827",
        "expectedCwe": "CWE-502",
        "vulnerable": true,
        "sinkLines": [
          43
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
              "detected": true,
              "findingCount": 2
            },
            "after": {
              "status": "complete",
              "detected": true,
              "findingCount": 2
            }
          },
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              "detected": true,
              "findingCount": 1
            }
          },
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              "status": "complete",
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              "findingCount": 1
            }
          },
          "servedCombined": {
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            },
            "after": {
              "status": "complete",
              "detected": true,
              "findingCount": 2
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00420",
        "expectedCwe": "CWE-601",
        "vulnerable": false,
        "sinkLines": [
          66
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
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              "findingCount": 0
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              "status": "complete",
              "detected": false,
              "findingCount": 0
            }
          },
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              "findingCount": 1
            }
          },
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              "findingCount": 0
            }
          },
          "servedCombined": {
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            },
            "after": {
              "status": "complete",
              "detected": false,
              "findingCount": 0
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00814",
        "expectedCwe": "CWE-601",
        "vulnerable": true,
        "sinkLines": [
          43
        ],
        "outcomes": {
          "nativeDeterministic": {
            "before": {
              "status": "complete",
              "detected": true,
              "findingCount": 2
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              "detected": true,
              "findingCount": 2
            }
          },
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              "findingCount": 1
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          },
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          },
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              "detected": true,
              "findingCount": 2
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          }
        }
      },
      {
        "id": "BenchmarkTest00293",
        "expectedCwe": "CWE-611",
        "vulnerable": false,
        "sinkLines": [
          46,
          49
        ],
        "outcomes": {
          "nativeDeterministic": {
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              "status": "complete",
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              "findingCount": 1
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          },
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              "findingCount": 0
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          },
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          },
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              "detected": false,
              "findingCount": 1
            }
          }
        }
      },
      {
        "id": "BenchmarkTest00462",
        "expectedCwe": "CWE-611",
        "vulnerable": true,
        "sinkLines": [
          44,
          46,
          48
        ],
        "outcomes": {
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              "findingCount": 2
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          },
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          },
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          },
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              "findingCount": 2
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          }
        }
      },
      {
        "id": "BenchmarkTest00810",
        "expectedCwe": "CWE-614",
        "vulnerable": false,
        "sinkLines": [
          60,
          61,
          62,
          63
        ],
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          },
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          },
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          },
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          }
        }
      },
      {
        "id": "BenchmarkTest00650",
        "expectedCwe": "CWE-614",
        "vulnerable": true,
        "sinkLines": [
          73,
          74,
          75,
          76
        ],
        "outcomes": {
          "nativeDeterministic": {
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          },
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          }
        }
      },
      {
        "id": "BenchmarkTest00213",
        "expectedCwe": "CWE-643",
        "vulnerable": false,
        "sinkLines": [
          52
        ],
        "outcomes": {
          "nativeDeterministic": {
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              "detected": false,
              "findingCount": 0
            }
          },
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              "findingCount": 1
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          },
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          },
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          }
        }
      },
      {
        "id": "BenchmarkTest00456",
        "expectedCwe": "CWE-643",
        "vulnerable": true,
        "sinkLines": [
          51
        ],
        "outcomes": {
          "nativeDeterministic": {
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              "findingCount": 2
            },
            "after": {
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              "detected": true,
              "findingCount": 2
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          },
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          },
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          },
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          }
        }
      }
    ],
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        "tp": 13,
        "fn": 0,
        "fp": 0,
        "tn": 13,
        "scored": 26,
        "failed": 0,
        "notRun": 0
      },
      "modelOnlyMapped": {
        "tp": 10,
        "fn": 3,
        "fp": 6,
        "tn": 7,
        "scored": 26,
        "failed": 0,
        "notRun": 0
      },
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        "tp": 6,
        "fn": 3,
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        "scored": 16,
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        "notRun": 0
      },
      "servedCombined": {
        "tp": 9,
        "fn": 0,
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        "failed": 10,
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      }
    },
    "after": {
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        "tp": 13,
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      },
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      },
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      },
      "servedCombined": {
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        "scored": 26,
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    },
    "policy": "The final fresh-sample result repeats the same 26 cases after incomplete stages in the initial attempt. Scanner source, labels, anchors, context, configuration and grouping are unchanged. Both attempts and all costs remain visible. This repeat is not a new untouched cohort."
  },
  "freshSelection": {
    "seed": "cefense-model-new-dollar-fresh-2026-10-22:",
    "procedure": "Exclude all 140 previously model-evaluated case IDs. Author labels only, no detector/model outcomes used. Vulnerable SQL-injection sampling is exhausted: all five CWE-89 positive cases in the fixed author corpus were already measured. Exclude both CWE-89 strata to retain balance. Partition remaining author-labelled cases by exact expected CWE and vulnerable boolean, and select minimum SHA-256(seed + original case ID) in each of 26 strata across the other 13 CWEs. The publication evaluator reviewed operation anchors and source before new predictions, without sharing selected IDs/source with prompt/mapping implementers before freeze. Public suite labels and deterministic corpus were previously used in development; this is a fresh model-evaluation sample, not an independent customer-repository holdout.",
    "selectedCases": 26,
    "corpusCases": 1230,
    "unselectedCases": 1204,
    "caseManifestSha256": "1a55a9a9e2cdaff1187ad43d6aede8915deacd7de602f6562e16d013e831b508",
    "caseIds": [
      "BenchmarkTest00919",
      "BenchmarkTest00914",
      "BenchmarkTest00736",
      "BenchmarkTest01191",
      "BenchmarkTest01018",
      "BenchmarkTest00532",
      "BenchmarkTest00077",
      "BenchmarkTest00824",
      "BenchmarkTest01167",
      "BenchmarkTest00074",
      "BenchmarkTest01079",
      "BenchmarkTest00973",
      "BenchmarkTest00403",
      "BenchmarkTest00863",
      "BenchmarkTest01093",
      "BenchmarkTest00340",
      "BenchmarkTest00826",
      "BenchmarkTest00827",
      "BenchmarkTest00420",
      "BenchmarkTest00814",
      "BenchmarkTest00293",
      "BenchmarkTest00462",
      "BenchmarkTest00810",
      "BenchmarkTest00650",
      "BenchmarkTest00213",
      "BenchmarkTest00456"
    ],
    "excludedCaseIds": [
      "BenchmarkTest00012",
      "BenchmarkTest00031",
      "BenchmarkTest00064",
      "BenchmarkTest00068",
      "BenchmarkTest00071",
      "BenchmarkTest00072",
      "BenchmarkTest00075",
      "BenchmarkTest00094",
      "BenchmarkTest00096",
      "BenchmarkTest00099",
      "BenchmarkTest00101",
      "BenchmarkTest00148",
      "BenchmarkTest00151",
      "BenchmarkTest00152",
      "BenchmarkTest00153",
      "BenchmarkTest00160",
      "BenchmarkTest00161",
      "BenchmarkTest00167",
      "BenchmarkTest00168",
      "BenchmarkTest00187",
      "BenchmarkTest00192",
      "BenchmarkTest00217",
      "BenchmarkTest00247",
      "BenchmarkTest00265",
      "BenchmarkTest00268",
      "BenchmarkTest00270",
      "BenchmarkTest00275",
      "BenchmarkTest00283",
      "BenchmarkTest00284",
      "BenchmarkTest00286",
      "BenchmarkTest00287",
      "BenchmarkTest00291",
      "BenchmarkTest00292",
      "BenchmarkTest00294",
      "BenchmarkTest00327",
      "BenchmarkTest00338",
      "BenchmarkTest00339",
      "BenchmarkTest00348",
      "BenchmarkTest00350",
      "BenchmarkTest00415",
      "BenchmarkTest00416",
      "BenchmarkTest00419",
      "BenchmarkTest00422",
      "BenchmarkTest00423",
      "BenchmarkTest00426",
      "BenchmarkTest00427",
      "BenchmarkTest00451",
      "BenchmarkTest00452",
      "BenchmarkTest00454",
      "BenchmarkTest00455",
      "BenchmarkTest00460",
      "BenchmarkTest00494",
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      "scope": "Production detection-stage prompt, snippet mapping gates, configured verification and native union policy. Detection and native lanes use selected route files only. Model verification may use complete directly imported small modules from the separately frozen support manifest under the production context policy. Context-assisted verification differs from prior isolated-route measurements.  No intelligence retrieval, repository execution, additional sweep/absence/spread/chain lanes, PR generation or full hosted scan. Public label-known corpus, not independent held-out accuracy. Labels and suite identifiers are not model messages. Native findings are never deleted by model review.",
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