Provide a fix for scores going to 0/1

Currently the training notebook halts if the score goes to 0 or 1 - maybe apply a clipping with a warning message or retrain when this happens to avoid break in training.

```
Warning: WARNING: ref training data has min score = 0 for ensemble member 23, which may indicate numerical instability!
```