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Add confidence intervals to SCI scores #2

@PawanRamaMali

Description

@PawanRamaMali

Summary

The SCI is currently a point estimate. Users need uncertainty quantification to make informed go/no-go decisions.

Tasks

  • Implement bootstrap-based confidence intervals for pillar scores and composite SCI
  • Add compute_sci(..., ci = 0.95) parameter that returns lower/upper bounds
  • Propagate indicator-level uncertainty through the scoring pipeline
  • Visualize confidence intervals in the summary output (e.g., SCI = 82 [76, 88])
  • Document interpretation in a vignette section

Why

A point estimate of SCI = 72 could mean "solidly conditional" or "borderline ready depending on measurement noise." Decision-makers need to know the difference.

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