DecisionPolicy PR#346
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* refactor forecaster model to use decision policies Co-authored-by: Laerdon Kim <laerdon@users.noreply.github.com> * update forecaster models for score and policy orchestration Co-authored-by: Laerdon Kim <laerdon@users.noreply.github.com> --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Laerdon Kim <laerdon@users.noreply.github.com>
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This PR is meant to introduce decision policies as a flexible layer for turning model scores into final intervention decisions.
Instead of each forecaster handling its own threshold tuning logic, these changes move that work into the shared DecisionPolicy base class.
We also provide an implementation of a deferral-oriented policy that can look at simulated future replies before deciding whether to intervene.