Track pattern evidence and ongoing language learning

Assistant: codex
Assistant-Model: gpt-6-astra
Assistant-Session: 01a0cffe-206f-7323-89d3-b20ca4cf4bf9

research/evolution/context.json

@@ -0,0 +1,71 @@
+{
+  "schema_version": 1,
+  "cases": [
+    {
+      "id": "VC-01",
+      "state": "synthetic draft",
+      "ref": "research/walkthroughs/VC01-TransactionalAdministration.md"
+    },
+    {
+      "id": "VC-02",
+      "state": "synthetic draft",
+      "ref": "research/walkthroughs/VC02-OfflineFieldNotes.md"
+    },
+    {
+      "id": "VC-03",
+      "state": "provisional",
+      "ref": "research/walkthroughs/VC03-ContentPublication.md"
+    },
+    {
+      "id": "VC-04",
+      "state": "planned",
+      "ref": "research/plan/ValidationCases.md"
+    },
+    {
+      "id": "VC-05",
+      "state": "planned",
+      "ref": "research/plan/ValidationCases.md"
+    },
+    {
+      "id": "VC-06",
+      "state": "provisional",
+      "ref": "research/walkthroughs/VC06-MicrofrontendEstate.md"
+    },
+    {
+      "id": "VC-07",
+      "state": "planned",
+      "ref": "research/plan/ValidationCases.md"
+    },
+    {
+      "id": "VC-08",
+      "state": "planned",
+      "ref": "research/plan/ValidationCases.md"
+    },
+    {
+      "id": "VC-09",
+      "state": "planned",
+      "ref": "research/plan/ValidationCases.md"
+    },
+    {
+      "id": "VC-10",
+      "state": "planned",
+      "ref": "research/plan/ValidationCases.md"
+    }
+  ],
+  "usefulness": {
+    "named_score": 18,
+    "prose_score": 18,
+    "denominator": 24,
+    "independent_human": false,
+    "decision_time_minutes": null,
+    "ref": "research/evaluations/language-pilot-01/submitted-review-01/adjudication.md",
+    "limit": "One frozen development pilot with submitted model review; six matched briefs. Equal aggregate scores do not establish equivalence. Stable anchors are consumed development cases, not fresh held-out tasks.",
+    "initial_unsupported_claims_each": 2,
+    "adjudicated_unsupported_claim_count": null
+  },
+  "open_work": [
+    "workplans/FEP-WP-0002-seed-language-validation.md",
+    "workplans/FEP-WP-0003-contrasting-schools.md",
+    "workplans/FEP-WP-0006-language-evolution.md"
+  ]
+}