{
  "schema_version": 1,
  "evidence_class": "developer_selected_internal_paired_diagnostic_not_blind",
  "private_report_sha256": "67c707f116e3121fbff57404b6842e30cbf5ef981cf288f61dd630267cceb5b7",
  "commitments": {
    "roster_sha256": "aad2884ae4b7cf82dc2d945c7b860f63dfce24395d26af12bacb4ae3d2036b59",
    "corpus_manifest_sha256": "1a889957ba056c108f8cad5a89524329c97489a1e617c3b5c2d295ef3d3339c2",
    "ssl_deposit_sha256": "fef69ac0ddeb8b6872f4cd94a54b1235fdec64a28bed9cf99779ddc5ff8c4b62",
    "worker_deposit_sha256": "e3f7a69799c6e7a56a76c14bb43b47d04916f2f346728826cd6f9acb4b582d6c",
    "analysis_sha256": "771ce8f7d4e551834ba8d614492f71d6dee7095f4f837d33dcf4a1c8082942ae",
    "benchmark_sha256": "038b31c3fee3a5feaefe5a6c82c5f935c07e160095c3db3fbeb238bb3b4552ed",
    "engine_sha256": "fdfc11cd0cb2456b364b4ae770549b0a85dcbd27c3bbbd91dbf0c732a8c16f8e",
    "worker_scorer_sha256": "95af42ce32ab7640496a75f9f0c1255c5028c1a075f4b346902b0341886aa402",
    "ssl_adapter_sha256": "47456da2aeb68e6332738c0e7c3e8ace1e7acaa7b40a5228f6a9329b1a9b0b61",
    "author_repository": "https://github.com/TakHemlata/SSL_Anti-spoofing",
    "author_commit": "4acaa61dcef5f7610f43aa4d0b29c4559b970cd2",
    "checkpoint_sha256": "1cf904f1d84c867c278cd42161df5367939d61cc28bfefd239bc995af59c2804",
    "backbone_sha256": "b08927597f2c9eb2ebd7dcc3ac78ee4b5f6021cbac4b3a6c5a9deec445d80ed9",
    "runtime_image_sha256": "da461c87203f7b81677a80bc59c577ad5cdfc40ba3645521e15782bf5d633d7c",
    "strict_reader_sha256": "c3ae18b92ccae4d4e79e5fce329704d8683312433bb5687d575360ec46f65f3b"
  },
  "protocol": {
    "evidence_class": "developer_selected_internal_paired_diagnostic_not_blind",
    "selection": "Same 168 binary-labeled trials in the previously exposed local evaluation manifest; selected nonrandomly with related source units.",
    "label_provenance": "Locally assigned manifest labels; upstream provenance and label custody are not independently verified.",
    "worker_input": "Full registered WAV, frozen JavaScript DSP, fixed decision_score >= 0.5 means synthetic.",
    "ssl_input": "Author preprocessing: librosa mono resampling to 16 kHz; first 64,600 samples or repeat/pad a shorter nonempty clip.",
    "ssl_decision": "Raw logit_spoof - logit_bonafide >= 0 means synthetic, including a tie; native argmax rule, not calibrated.",
    "ssl_author_score": "Raw class-1 bona fide logit is bona fide-high; its negation is used only for synthetic-high EER.",
    "checkpoint_terms": "Separate checkpoint redistribution terms are not established; this artifact contains no checkpoint or backbone weights.",
    "coverage_policy": "All registered rows remain in each fixed-rule denominator; errors and abstentions are counted incorrect.",
    "limits": "Internal known-label comparison only. No independent blind custody, random population sample, verified training/test separation, matched temporal input, official challenge result, calibrated probability, or population confidence interval."
  },
  "aggregate": {
    "overall": {
      "trials": 168,
      "human": 65,
      "synthetic": 103,
      "worker_correct": 123,
      "ssl_correct": 140,
      "worker_human_false_flags": 30,
      "worker_synthetic_misses": 15,
      "ssl_human_false_flags": 26,
      "ssl_synthetic_misses": 2,
      "both_correct": 110,
      "worker_only_correct": 13,
      "ssl_only_correct": 30,
      "neither_correct": 15,
      "worker_processing_errors": 0,
      "ssl_processing_errors": 0,
      "worker_abstentions": 0,
      "ssl_abstentions": 0,
      "eer_observed_scores": {
        "worker_eer": 0.35411471321695764,
        "ssl_author_eer": 0.12307692307692308,
        "ssl_margin_eer": 0.11650485436893199
      }
    },
    "datasets": {
      "Codec-Degraded": {
        "trials": 18,
        "human": 9,
        "synthetic": 9,
        "worker_correct": 18,
        "ssl_correct": 12,
        "worker_human_false_flags": 0,
        "worker_synthetic_misses": 0,
        "ssl_human_false_flags": 6,
        "ssl_synthetic_misses": 0,
        "both_correct": 12,
        "worker_only_correct": 6,
        "ssl_only_correct": 0,
        "neither_correct": 0,
        "worker_processing_errors": 0,
        "ssl_processing_errors": 0,
        "worker_abstentions": 0,
        "ssl_abstentions": 0,
        "eer_observed_scores": {
          "worker_eer": 0.0,
          "ssl_author_eer": 0.3333333333333333,
          "ssl_margin_eer": 0.3333333333333333
        }
      },
      "Core-Corpus": {
        "trials": 26,
        "human": 8,
        "synthetic": 18,
        "worker_correct": 26,
        "ssl_correct": 21,
        "worker_human_false_flags": 0,
        "worker_synthetic_misses": 0,
        "ssl_human_false_flags": 3,
        "ssl_synthetic_misses": 2,
        "both_correct": 21,
        "worker_only_correct": 5,
        "ssl_only_correct": 0,
        "neither_correct": 0,
        "worker_processing_errors": 0,
        "ssl_processing_errors": 0,
        "worker_abstentions": 0,
        "ssl_abstentions": 0,
        "eer_observed_scores": {
          "worker_eer": 0.0,
          "ssl_author_eer": 0.2222222222222222,
          "ssl_margin_eer": 0.2222222222222222
        }
      },
      "In-The-Wild": {
        "trials": 40,
        "human": 20,
        "synthetic": 20,
        "worker_correct": 15,
        "ssl_correct": 31,
        "worker_human_false_flags": 17,
        "worker_synthetic_misses": 8,
        "ssl_human_false_flags": 9,
        "ssl_synthetic_misses": 0,
        "both_correct": 14,
        "worker_only_correct": 1,
        "ssl_only_correct": 17,
        "neither_correct": 8,
        "worker_processing_errors": 0,
        "ssl_processing_errors": 0,
        "worker_abstentions": 0,
        "ssl_abstentions": 0,
        "eer_observed_scores": {
          "worker_eer": 0.65,
          "ssl_author_eer": 0.050000000000000044,
          "ssl_margin_eer": 0.0
        }
      },
      "LibriSpeech": {
        "trials": 20,
        "human": 20,
        "synthetic": 0,
        "worker_correct": 14,
        "ssl_correct": 19,
        "worker_human_false_flags": 6,
        "worker_synthetic_misses": 0,
        "ssl_human_false_flags": 1,
        "ssl_synthetic_misses": 0,
        "both_correct": 14,
        "worker_only_correct": 0,
        "ssl_only_correct": 5,
        "neither_correct": 1,
        "worker_processing_errors": 0,
        "ssl_processing_errors": 0,
        "worker_abstentions": 0,
        "ssl_abstentions": 0,
        "eer_observed_scores": {
          "worker_eer": null,
          "ssl_author_eer": null,
          "ssl_margin_eer": null
        }
      },
      "WaveFake": {
        "trials": 64,
        "human": 8,
        "synthetic": 56,
        "worker_correct": 50,
        "ssl_correct": 57,
        "worker_human_false_flags": 7,
        "worker_synthetic_misses": 7,
        "ssl_human_false_flags": 7,
        "ssl_synthetic_misses": 0,
        "both_correct": 49,
        "worker_only_correct": 1,
        "ssl_only_correct": 8,
        "neither_correct": 6,
        "worker_processing_errors": 0,
        "ssl_processing_errors": 0,
        "worker_abstentions": 0,
        "ssl_abstentions": 0,
        "eer_observed_scores": {
          "worker_eer": 0.4609375,
          "ssl_author_eer": 0.0357142857142857,
          "ssl_margin_eer": 0.0357142857142857
        }
      }
    }
  },
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      "id": "internal_0001",
      "audio_sha256": "3e6f4e69a0b6671471841a3a318d4a2c63b198e84c98faa2231de5484fa8ffae",
      "label": "human",
      "dataset": "In-The-Wild",
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        "decision_score": 0.998,
        "raw_z": 6.199999999999999,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
        "status": "scored",
        "logit_spoof": 4.657142639160156,
        "logit_bonafide": -3.589017868041992,
        "spoof_margin": 8.246160507202148,
        "margin_verdict": "synthetic"
      }
    },
    {
      "id": "internal_0002",
      "audio_sha256": "fc87959b2fde1c2ceae16e6cf4e8cc7941cd104df715099200de3fb344929cc5",
      "label": "human",
      "dataset": "In-The-Wild",
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        "decision_score": 0.998,
        "raw_z": 6.199999999999999,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
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        "logit_spoof": 4.660708904266357,
        "logit_bonafide": -3.5823354721069336,
        "spoof_margin": 8.243044376373291,
        "margin_verdict": "synthetic"
      }
    },
    {
      "id": "internal_0003",
      "audio_sha256": "f2640bc846cb93993c297a09021bf2c4d327fe5f3d0fe0e2d0c497389c37cd0d",
      "label": "human",
      "dataset": "In-The-Wild",
      "worker": {
        "status": "scored",
        "decision_score": 0.9933,
        "raw_z": 5,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
        "status": "scored",
        "logit_spoof": -1.0025148391723633,
        "logit_bonafide": 0.7633501887321472,
        "spoof_margin": -1.7658650279045105,
        "margin_verdict": "human"
      }
    },
    {
      "id": "internal_0004",
      "audio_sha256": "40c81f582ef46b1ae6a31011f93e445cce89a7dbdc00b2bc3bc1637bc67cffdd",
      "label": "human",
      "dataset": "In-The-Wild",
      "worker": {
        "status": "scored",
        "decision_score": 0.982,
        "raw_z": 4,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
        "status": "scored",
        "logit_spoof": 2.387230634689331,
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        "spoof_margin": 4.120526194572449,
        "margin_verdict": "synthetic"
      }
    },
    {
      "id": "internal_0005",
      "audio_sha256": "e23dc1d86df2089b304bafd1b1e30f4b02d560567a90fe58701cdd3d011b9f77",
      "label": "human",
      "dataset": "In-The-Wild",
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        "raw_z": 5,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
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    },
    {
      "id": "internal_0006",
      "audio_sha256": "f7807091d089c2fa846fc4e60cf1091b22b72810190d2d946b3dd4aadafc1e9f",
      "label": "human",
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        "verdict": "SYNTHETIC_DETECTED"
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      "ssl": {
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    {
      "id": "internal_0007",
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      "ssl": {
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      "id": "internal_0008",
      "audio_sha256": "04c6271c054b1f08d0ca5dbc2fc6d6025c44c2267ce9773131f9f1668e6dabaf",
      "label": "human",
      "dataset": "In-The-Wild",
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      "ssl": {
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    {
      "id": "internal_0009",
      "audio_sha256": "063ae76b2337a4916df6a97507ba88b79d2447cfeaea8ead37876a2cf45a41e1",
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      "dataset": "In-The-Wild",
      "worker": {
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        "verdict": "AUTHENTIC_HUMAN"
      },
      "ssl": {
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    {
      "id": "internal_0010",
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      "dataset": "In-The-Wild",
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        "verdict": "AUTHENTIC_HUMAN"
      },
      "ssl": {
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      "id": "internal_0011",
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      "dataset": "In-The-Wild",
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        "verdict": "SYNTHETIC_DETECTED"
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      "id": "internal_0012",
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      "dataset": "In-The-Wild",
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        "raw_z": 5,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
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      "id": "internal_0013",
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      "ssl": {
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      "id": "internal_0014",
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        "verdict": "SYNTHETIC_DETECTED"
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      "ssl": {
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    {
      "id": "internal_0017",
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      "label": "human",
      "dataset": "In-The-Wild",
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        "verdict": "SYNTHETIC_DETECTED"
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    {
      "id": "internal_0018",
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      "label": "human",
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        "verdict": "SYNTHETIC_DETECTED"
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      "ssl": {
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        "margin_verdict": "synthetic"
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    },
    {
      "id": "internal_0019",
      "audio_sha256": "8f39947384c5c9ed5c690f5166ac43edeb4389454f11d26e3cf5b11d64209bbc",
      "label": "human",
      "dataset": "In-The-Wild",
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        "raw_z": 5,
        "verdict": "SYNTHETIC_DETECTED"
      },
      "ssl": {
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        "margin_verdict": "human"
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    },
    {
      "id": "internal_0020",
      "audio_sha256": "43ddc0406d9d8f918a9ba9091b14a73d41d8557f98daab571d07349442eee484",
      "label": "human",
      "dataset": "In-The-Wild",
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        "decision_score": 0.0573,
        "raw_z": -2.8000000000000003,
        "verdict": "AUTHENTIC_HUMAN"
      },
      "ssl": {
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    {
      "id": "internal_0021",
      "audio_sha256": "f2bcf8fba2208f3619a071d4442095bd6dc3bcd8c3b83ecb504350a8514f919c",
      "label": "synthetic",
      "dataset": "In-The-Wild",
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        "decision_score": 0.01,
        "raw_z": -4.600000000000001,
        "verdict": "AUTHENTIC_HUMAN"
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      "ssl": {
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    },
    {
      "id": "internal_0022",
      "audio_sha256": "7a31f10412fbde6c970bbfea83a108b79fd2652b3dc4fd496fcafe3e4c3b2429",
      "label": "synthetic",
      "dataset": "In-The-Wild",
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