Data validation step skipped without explicit error

[DimitriFrischmann]

The feature store ingestion process silently drops records with Unicode characters in certain metadata fields, leading to data completeness issues downstream in model training pipelines that rely on those features.

[DimitriFrischmann]

Closes #82 Enhance calibration tools for probabilistic models, adding temperature-scaling, isotonic regression, and automated calibration-curve reporting.