{
  "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. The energy terms are the cross-modal relation MSE and conditional KL; the language-only terms of the falsified free-particle energy are permutation-invariant on this space.",
  "meta": {
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    "samples": 512,
    "subset_seed": 1,
    "bundle_channels": true
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    "output": "artifacts/manifold_gate/vg512_region_closed_seed1_bundle.json",
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