BERT · provisional assessmentExpert review is the final step.
This result is a proposal, not a final judgment.
Wording to consider
These are surface wording cues. Their presence alone does not establish bias or explain the model’s reasoning.
Before you finalize
Check who the sentence refers to and whether gender is relevant. Ask an expert to confirm the classification and any wording change.
How to interpret this result
New sentences use the provisional BERT classifier. Its scores are uncalibrated and this revised version has no independent performance estimate. No automatic rewrite has been validated.