Explain SCI Contributors

Identifies which indicators contribute most to SCI loss and provides a breakdown of pillar contributions.

Usage

sci_explain(evidence, config = sci_config_default())

Arguments

evidence

A validated evidence data.frame.

config

An sci_config from sci_config_default().

Value

A list with:

• indicator_contributions: tibble of per-indicator loss contributions

• pillar_contributions: tibble of per-pillar contributions to SCI

Details

For each indicator, the contribution to SCI loss is:

loss = pillar_weight * (1 - indicator_score) / n_indicators_in_pillar

This gives a sense of how much each indicator drags the SCI down. Results are sorted by loss descending (worst contributors first).

Examples

if (FALSE) { # \dontrun{
expl <- sci_explain(evidence)
expl$indicator_contributions
expl$pillar_contributions
} # }