Asked about Grading: code first, judges second

Your judge scores 4.2 out of 5. How much do you trust that?

An answer that works

Not much, for two reasons. Without a measured comparison against human grading the number is unanchored. And an average on a five point scale does not say what is wrong. I would replace it with pass or fail judges for specific failure modes, validated against my own labels, so the result reads as 'unsupported claims in 12% of summaries' rather than 4.2.

Reading an answer is not being able to give one. The section that teaches this is Grading: code first, judges second, 6 hours of Evaluation.

Learn this properly