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Add calibration pipeline notebook #260

@chicham

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@chicham

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  • Notebook covering the full calibration workflow: QA dataset → generate answers (LiteLLMBackend) → rate answers → fit detector → push weights to HF Hub via skops

Acceptance criteria

  • Notebook executes cleanly via uv run jupyter nbconvert --to notebook --execute with a small synthetic dataset (no large model required)
  • Shows how to register a new model in the Registry

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    documentationImprovements or additions to documentationpriority:lowBacklog/Nice to havetaskConcrete implementation issue, child of an epic

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