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Preference pairs: zero-confidence annotations count as preferences · case 03

zero-confidence annotations count as preferences.

Member previewVariant 3 · 3 implementations · 6 checks per implementation

Case contract

Rows are [id,score,confidence]. Confidence must be positive; return [best_id,worst_id] among eligible rows, or None below two.

Why this case matters

A small deterministic preference-data transform makes pair semantics inspectable without a training framework.

One recorded failure

Sample boundary fixture

This sample comes from the broken implementation of a controlled reproducer.

Boundary fixtureActualExpectedOutcome
zero confidence excluded["x3", "b3"]["a3", "b3"]Failed

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