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    ModelMetrics: Record<string, number>

    Deterministic, comparable model metrics returned by the sidecar. The concrete keys depend on ProblemType (e.g. auc/f1/accuracy for classification, rmse/mae/r2 for regression), so this is a numeric map. These drive the experiment leaderboard (plan ยง8).