{
  "schema_version": "v0",
  "predictions": {
    "P1": "volunteered targets average lower GED cost and higher preserved-fraction",
    "ALT": "no separation — volunteering tracks salience, not structure",
    "EMBARRASSMENT": "if cycle3 (volunteered) scores worse than chain (unvolunteered), the record says so"
  },
  "frozen_at": "2026-08-22T14:20:45-0700"
}