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  },
  "audits": {
    "publication_rejection": "noncanonical JVM logging diagnostic in /tmp/libhft-java-mono-policy-20260910-oUXpxg/vma/run/java-pure_vma_1.log:2",
    "startup_pinning_exit": 0,
    "raw_validation": {
      "runs": 3,
      "samples_per_session_per_run": 20000,
      "complete_processes": 4,
      "measured_deficit": 0,
      "measured_shed": 0,
      "raw_drops": 0,
      "raw_clamps": 0,
      "response_equals_service_plus_scheduler": true,
      "stale_replies_by_process": [
        0,
        0,
        0,
        0
      ]
    },
    "harness_exit": 0,
    "live_affinity": {
      "status": "pass",
      "samples": {
        "PASS": 15,
        "INCONCLUSIVE": 2,
        "VIOLATION": 0,
        "INVALID": 0
      },
      "log": "/tmp/libhft-java-mono-policy-20260910-oUXpxg/vma/live-pinning-watch.log",
      "sha256": "04bff9d5d4ee0f9b05b43b0f098d55fa8a6af6b99fd8c25ef2d128c65d6d8059",
      "scope": "discrete global FIX-process samples; not continuous or per-phase coverage",
      "observer_cpus": [
        0,
        1,
        2,
        3,
        4,
        5,
        6,
        7,
        8,
        9
      ]
    },
    "limitation": "Full raw delivery/shape only; per-session stability/JIT chronology reviewed separately"
  },
  "limitations": [
    "Instrumented JVM-policy control only; no canonical import or policy qualification.",
    "Warmup shedding is retained separately from the complete measured raw series.",
    "Cell values are maxima of per-session three-run means, not a pooled percentile or absolute maximum.",
    "Stability thresholds replay the Java implementation using sample standard deviation across three measured runs.",
    "JIT log emission timestamps show chronology, not duration or causal pauses; logging can perturb timing.",
    "Measured event windows include client-local processing gaps; only that client and the common server are associated.",
    "Live affinity is sampled, not continuous; actual MONO clients follow configured 11,12,13,15 and server10; VMA maintenance14.",
    "No samples discarded, gates relaxed, or different attempts pooled."
  ]
}
