| """ | |
| Shared score-rounding helper. | |
| Used by both annotation/annotate.py (Stage 2 aggregation) and | |
| classification/infer.py (Stage 4 inference) to compute the `int_score` | |
| column: round(clip(score, 0, 5)) -> integer 0-5, for FineWeb-EDU | |
| backwards compatibility. | |
| """ | |
| def clip_round_score(score: float) -> int: | |
| """round(clip(score, 0, 5)) -> integer 0-5. Uses Python's banker's rounding.""" | |
| return int(round(max(0.0, min(5.0, float(score))))) | |