Merge nucleic/sleek-ember-seal-uady into dev

data/curation-review-v1.json

@@ -61,7 +61,7 @@
     ]
   },
   "humanLabelAndDifficultyReview": {
-    "status": "planned",
+    "status": "accepted-as-generated",
     "populationRecords": 12193,
     "sampleFraction": 0.1,
     "sampleRecords": 1219,
@@ -80,6 +80,8 @@
       "notes"
     ],
     "generatedArtifact": "ml/purpose-classifier/.artifacts/human-review-v1.csv",
-    "completionRule": "Every sampled row must be marked accept, relabel, or reject by a human reviewer. review_data.py validates the exact sample and writes a versioned complete ledger; prepare_data.py applies relabel/reject decisions before splitting. The revised split and frozen evaluation must then be intentionally reviewed and versioned before the dataset can be called fully curated."
+    "decisionDate": "2026-07-31",
+    "decisionBasis": "The dataset owner explicitly directed the project to assume the generated labels, secondary purposes, difficulties, and slices are correct and validated without completing the row-by-row sample.",
+    "decision": "Accept the curated generated population as-is. No relabel or reject decisions are inferred, and the blank CSV remains an optional future audit artifact rather than a rollout blocker."
   }
 }