Researchers elaborated that "Unjustified validation might exaggerate individuals' perceptions about their conduct's appropriateness, strengthen counterproductive beliefs and behaviors, and empower people to act upon distorted understandings of their experiences without regard for outcomes."
'columns': list(df.columns),
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Final answer found is a binary score determined by whether the final answer exists in the set of output documents. The set of documents containing the final answer is a subset of the total set of supporting documents. Thus, it is possible that the agent finds the final answer without finding all the supporting documents. We consider finding the final answer a successful conclusion to a rollout because the agent may come across the final answer without needing to verify all the clues exhaustively. Continued searching may yield valuable results, but given that the final answer is found, continuing to search would be solely for extra verification. While exhaustiveness is useful in select cases, many situations do not require it. As such, we deliberately did not optimize for this behavior.