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    "acceptedSpecialistOutputsWithReceipts": 5,
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    "tokenDisclosure": "reportedReasoningTokens is copied from OpenRouter usage details. It is diagnostic metadata, is not added to totalTokens, and may not behave as a strict subset of completionTokens across providers.",
    "costDisclosure": "billedCostUsd is the usage.cost recorded on each OpenRouter response. No current list price, token-rate reconstruction, credit-purchase fee, or missing historical call is added."
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      "reason": "This run predates the call ledger. Exact attempts, tokens, latency, response IDs, and billed cost were not preserved and are not estimated.",
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      "reason": "This run predates the call ledger. Exact attempts, tokens, latency, response IDs, and billed cost were not preserved and are not estimated.",
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  "decisionGuidance": {
    "supported": [
      "Every failed or rejected attempt can consume paid tokens and latency.",
      "The one rejected statistician attempt represented about 39.9% of this observed bill.",
      "Per-attempt receipts are required before comparing models, providers, roles, or workflow revisions on cost."
    ],
    "unsupported": [
      "A full Fourth Down Labs research run costs $0.034646.",
      "GLM-5.3 is cheaper or more expensive than a challenger model.",
      "The synthetic evaluation predicts production research latency or token volume.",
      "Missing legacy receipt fields mean the earlier model calls were free."
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  "dataBoundary": {
    "unpublishedResearchSentForThisLedger": false,
    "newModelCallsMadeToCreateThisLedger": false,
    "credentialsIncluded": false,
    "statement": "This economics artifact is a deterministic aggregation of already-preserved receipts. It did not call GLM-5.3 or send the unpublished Touchdown Regression bundle to OpenRouter."
  }
}
