{
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      "purpose": "Canonical product fact context; historical benchmark text is not evidence for crosswalk validity.",
      "read_method": "immutable git show plus Git blob/hash metadata; no source execution"
    },
    {
      "id": "O9",
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      "commit": "697b5e428be8272ce4c55ed03ff74cf72f4132ad",
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      "url": "https://github.com/Oruk-AI/oruk-speech-lab/blob/697b5e428be8272ce4c55ed03ff74cf72f4132ad/app/compare/hume-expression-measurement-alternative/page.tsx",
      "purpose": "Eight explicitly candidate label pairs, retained as candidates in this packet.",
      "read_method": "immutable git show plus Git blob/hash metadata; no source execution"
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      "id": "H1",
      "title": "List chat events",
      "url": "https://dev.hume.ai/reference/speech-to-speech-evi/chats/list-chat-events",
      "observed_on": "2026-10-04",
      "source_revision": null,
      "published_or_updated_date_observed": null,
      "scope": "48 exact dimension names in the USER_MESSAGE emotion_features documentation example.",
      "limit": "An example inventory, not a provider response capture, checkpoint ID, or guarantee about every historical batch model.",
      "retained_public_response_body": false
    },
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      "id": "H2",
      "title": "Empathic Voice Interface FAQ",
      "url": "https://dev.hume.ai/docs/speech-to-speech-evi/faq",
      "observed_on": "2026-10-04",
      "source_revision": null,
      "published_or_updated_date_observed": null,
      "scope": "Interpretation and temporal-context limits for perceived expression.",
      "limit": "No Oruk mapping or study result is supplied by this source.",
      "retained_public_response_body": false
    },
    {
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      "title": "Scientific best practices",
      "url": "https://dev.hume.ai/docs/resources/use-case-guidelines",
      "observed_on": "2026-10-04",
      "source_revision": null,
      "published_or_updated_date_observed": null,
      "scope": "Application/context and population-specific assessment; expression is not a direct inner-state measurement.",
      "limit": "Protocol choices in METHOD.md are proposed by this author, not asserted Hume requirements.",
      "retained_public_response_body": false
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      "observed_on": "2026-10-04",
      "source_revision": null,
      "published_or_updated_date_observed": null,
      "scope": "Separates the current 600+ dimension Tagger offering from this legacy/EVI-oriented inventory.",
      "limit": "No account-specific access, retention, availability or new product taxonomy is measured.",
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  "public_readback_limit": "The citations record pages read and date, not immutable webpage snapshots or documentation revision hashes. No authenticated provider endpoint was called.",
  "decisions": [
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    "The full native catalog is described in pinned source O1. This public CSV contains candidate rows, not a separate complete native-label catalog.",
    "Eight canonical candidate pairs stay candidate-only; additional hypotheses are identified as author proposals.",
    "All rows are unvalidated and disallow conversion. No direct/composite performance counts, coefficients or thresholds are supplied.",
    "Unmapped denotes no selected candidate, not impossibility or proof of a model's limitations.",
    "Actual model and calibration revisions are absent and remain required before reproducible model-specific evaluation.",
    "Annotation/codebook, rights, data acquisition and thresholds are proposed preparation; no customer or provider permission is fabricated."
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  "kind": "candidate_inventory_source_provenance",
  "csv_file": "candidates-2026-10-04.csv",
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  "rows": 48,
  "candidate_rows": 20,
  "unmapped_rows": 28,
  "validated_mapping_count": 0,
  "conversion_permitted": false
}