{
  "selection": "Outcome-selected at user request: one of three models succeeds without skill and all three with revised skill. Illustrative example, not representative. First qualifying soup state2.",
  "caveats": [
    "Original100calls/1500s vs revised180calls/2700s; effects combine skill and budget.",
    "Fable historical macOS GLFW vs revisedLinux OSMesa.",
    "Whole task native outcomes: {'control': {'n': 15, 'native_successes': 3}, 'candidate': {'n': 15, 'native_successes': 14}}"
  ],
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  "whole_cohort": {
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  "playback_speed": 1,
  "time_basis": "Simulation replay. API waiting omitted; actual episode wall time shown per panel.",
  "condition": "Revised task skill versus historical no-task-skill planning; outcome-selected illustrative example."
}
