{
  "paper_id": "ATT-0086",
  "paper_title": "CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables",
  "validation_status": "PASS_WITH_AGGREGATE_CONFLICT_AND_MECHANISM_LIMITS",
  "mechanical_status": "PASS",
  "original_mechanical_status": "PASS",
  "frozen_reviewers": 5,
  "effective_reviewers": 5,
  "legacy_votes": 0,
  "minimum_body_hanzi": 1651,
  "body_hanzi_by_reviewer": {
    "A": 1933,
    "B": 1704,
    "C": 2068,
    "D": 1651,
    "E": 1841
  },
  "numeric_votes": 100,
  "all_dimension_slots": 120,
  "coverage": 0.8333333333333334,
  "unknown_dimensions": [
    "F1",
    "F2",
    "F3",
    "F4"
  ],
  "tentative_numeric_vote_share": 0.22,
  "observed_equal_weight_mean": 66.25,
  "mean_is_provisional_sorting_aid": true,
  "original_mean": 66.25,
  "statistics_method": "Per dimension mean and population variance (ddof=0) use numeric reviewer votes only. Unknown/NA are not imputed. An accepted erratum replaces its own same reviewer vote; it is not an additional vote.",
  "effective_statistics_path": "/workspace/shared/candidate_review_batch001/validation/ATT-0086/statistics_effective.json",
  "frozen_original_statistics_path": "/workspace/shared/candidate_review_batch001/validation/ATT-0086/statistics_frozen_original.json",
  "source_audit_path": "/workspace/shared/candidate_review_batch001/validation/ATT-0086/source_audit.json",
  "accepted_errata": [
    {
      "reviewer": "E",
      "path": "/workspace/shared/candidate_review_batch001/reviewer_e/ATT-0086/CLARIFICATION_20261108.json",
      "sha256": "7876e397bb3c4e99846104b0b6bfd88b1696ea29139d9a75c9f8ccb3bfb23a83",
      "companion_sha256": {
        "CLARIFICATION_20261108.md": "30f5050dc93ea032edcd61e69a1b3b46d193ddb3ae81a935021c0e687789cc9f"
      },
      "same_vote_not_additional_reviewer": true,
      "scores_changed": false
    }
  ],
  "read_before_history_verification": "Explicitly attested by reviewers; full historical review unavailable; not independently timed.",
  "risk_banner": "Useful historical-covariate linear baseline; Traffic DLinear row/average conflict prevents accepting that claimed average plugin gain. Which printed values match the real runs remains unknown."
}