# Goal B3 Independent Hard-Negative Summary

- verdict: **INDEPENDENT_HARD_NEGATIVE_PASS**
- records: 11736
- negative records: 10200
- max false-fire gate: 0.01

| category | n | fires | false-fire rate |
|---|---:|---:|---:|
| `decimals_signs_out_of_domain` | 1200 | 0 | 0.0000 |
| `distractor_heavy_number_text` | 600 | 0 | 0.0000 |
| `do_not_compute` | 1200 | 0 | 0.0000 |
| `quoted_arithmetic` | 1200 | 0 | 0.0000 |
| `tables_logs_code_invoices` | 2400 | 0 | 0.0000 |
| `wrong_op_same_numbers` | 3600 | 0 | 0.0000 |