{
  "batch": "result-review-2026-09-01-batch-20",
  "review_units": [
    "learning rational sequences",
    "Dyck residuals and bounded future quotients"
  ],
  "command": "python learning_dyck_review.py",
  "result": "pass",
  "files": {
    "README.md": "53b50818aa3c99ff30b91185eee2b8bd7cdb08ded61951693100c9123f560ffa",
    "learning_dyck_review.py": "65410dadd9b999aebcd7e49064eeebbc844e4d4c53eda5dcee15372790b7a50d",
    "independent-output.json": "aa705fabeabe54246491db9d1f1d28b75407a783898217f9e33d64fdd71bd5af"
  },
  "scope_note": "Finite exact checks corroborate the sample threshold, sharp families, saved-stack ranks, quotient bonds, and named-action boundaries; unrestricted claims remain supported by the displayed mathematical arguments."
}