| Participation considerations from adversely impacted groups protected classes in model design and testing: |
Not applicable for the training phase, as the model was trained exclusively on synthetic data. Stakeholder review with impacted groups is recommended during deployment to validate real-world performance. |
| Bias Metric (If Measured): |
Strict F1 Score at a 0.3 threshold. Performance on evaluation datasets was: Argilla PII (0.70), AI4Privacy (0.64), and nvidia/Nemotron-PII (0.87). Demographic performance breakdowns are not available. |
| Measures taken to mitigate against unwanted bias: |
Not applicable. |
