{
  "schema_version": "nomos.opssat_ad_benchmark.v1",
  "generated_at": "2026-08-25T04:13:51.053243+00:00",
  "source": {
    "name": "OPSSAT-AD",
    "mission": "ESA OPS-SAT",
    "dataset_url": "https://doi.org/10.5281/zenodo.12588359",
    "paper_url": "https://doi.org/10.1038/s41597-025-05035-3",
    "code_url": "https://github.com/kplabs-pl/OPS-SAT-AD",
    "license": "CC BY 4.0",
    "dataset_sha256": "da20bc4bd3f30a3302ce06fe6a073bea6f036b297a92e83311d3f83b9c5e619b",
    "segments_sha256": "dab2e01e873c93590692b50a7cc312d9cce4d5ba7e69ce8015603c47a8ffb97b"
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  "scope": {
    "can_claim": [
      "Real OPS-SAT telemetry was processed on the named hardware.",
      "The reported metrics use the benchmark's held-out split.",
      "Each of the three displayed evidence capsules fits within 512 bytes."
    ],
    "cannot_claim": [
      "The detector identifies spacecraft root cause.",
      "The selected channels represent power, thermal, or flight-software health.",
      "This is a flight deployment or a commercial-operator validation."
    ]
  },
  "hardware": {
    "label": "NVIDIA Jetson Orin physical ground bench",
    "machine": "aarch64",
    "system": "Linux",
    "kernel": "5.15.148-tegra",
    "python": "3.10.12",
    "numpy": "1.21.5",
    "pandas": "1.3.5"
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  "dataset": {
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    "training_segments": 1594,
    "test_segments": 529,
    "test_anomalies": 113,
    "channels": 9,
    "feature_count": 18,
    "feature_names": [
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      "len",
      "mean",
      "var",
      "std",
      "kurtosis",
      "skew",
      "n_peaks",
      "smooth10_n_peaks",
      "smooth20_n_peaks",
      "diff_peaks",
      "diff2_peaks",
      "diff_var",
      "diff2_var",
      "gaps_squared",
      "len_weighted",
      "var_div_duration",
      "var_div_len"
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    "purpose": "transparent detector used to exercise the Nomos incident workflow",
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    "binary_parameter_bytes": 296,
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        "f1": 0.927536,
        "accuracy": 0.97151,
        "confusion": {
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          "false_negative": 7
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