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Test nested V97 calibration residual - #7

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heathsanchez wants to merge 2 commits into
agent/v111-runnerfrom
agent/v125-nested-calibration
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Test nested V97 calibration residual#7
heathsanchez wants to merge 2 commits into
agent/v111-runnerfrom
agent/v125-nested-calibration

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@heathsanchez

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Frozen cheap independent Trace-the-Ace residual. Tests only whether V97 probabilities are systematically miscalibrated. Uses nested OOF so calibration never sees an outer target row, evaluates objective- and session-grouped worlds, and includes a shuffled-probability control. Promotion requires >=0.001 log-loss gain and >=0.001 margin over shuffle in both geometries. No transcript science or leaderboard labels are changed.

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