Model inspection workspace
Trace an ESG estimate
back to its evidence.
Search the reference snapshot to inspect a company-level CatBoost estimate and its strongest SHAP contributions. Evidence is available without an LLM key.
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Company evidence
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Reference snapshot
430 companies
Predicted ESG risk
—points
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—Reference median ——
Local explanation
Strongest model contributions
Raises estimate
Lowers estimate
Scope
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Optional synthesis
Generate an analyst brief
Uses the configured report provider and only the evidence shown above.
Reading the result
What this evidence can—and cannot—say
- 01
EstimateModels an existing ESG risk rating for a company already in the reference data.
- 02
ContributionsSHAP values show how features move this fitted estimate, not causal effects.
- 03
BoundaryThe result is an in-sample inspection aid, not an investment recommendation.