Children Governance Index (CGI) Distribution
Composite score across 20 dimensions, 0-100 scale
Category Radar — 3 Ps Framework
Average scores: Protection, Participation, Provision, Governance, Cross-Cutting
Per-Dimension Coverage (score ≥ 50)
Number of statements substantively addressing each dimension
Key Findings
Top 25 Statements by CGI
Score Distribution by Dimension
Stacked bar: Zero / Low (1-24) / Mid (25-49) / High (≥50)
Dimension Co-occurrence Matrix
Number of statements scoring ≥50 on both dimensions simultaneously
The Mention-Action Gap
Statements that mention children vs. those with enforcement or participation
Protection – Participation – Provision
The 3 Ps: how many statements cover each pillar?
Governance Gaps — Least Covered Dimensions
Dimensions ranked by coverage, lowest first
Emerging Threats Coverage
Statements addressing specific emerging risks to children
CGI by Organization Type
Mean CGI and explicit child mention rate per org type
CGI by Region
Mean CGI per region
Temporal Trends — Children in AI Governance
Statements per year with explicit child mention and mean CGI (2010-2026)
Organization Type × Dimension Heatmap
% of statements scoring ≥50 per dimension, by org type
Statement Explorer
Top 200 statements by CGI. Click any row to see the full 20-dimension breakdown.
LASSO Feature Importance — Top 20
LASSO regression: Tapestry features predicting CGI
System Overlap — CGI vs Tapestry fp_hr_childrens_rights
How the two scoring systems classify the same 3,044 statements
Concordance (Cohen's Kappa) by Dimension Pair
Agreement between CGI dimensions and matching Tapestry features
Discordance — Blind Spots & Reverse Gaps
Top cases where the two systems disagree
Precision by Stratum
Manual validation: TP/(TP+FP) per CGI stratum (A=high, B=mid, C=low, D=discordant)
Weight Sensitivity Matrix
Spearman rank correlations across 6 weighting schemes (all >0.93)
Strong-Floor Decomposition
Per-dimension breakdown: zero / below-floor / floor-clamped (=50) / light / substantive / deep
Monte Carlo Rank Stability — Top 10
95% CI of rank under 1,000 random weight perturbations
Age-Group Flag Detection
Statements scoring ≥50 per age bracket
Age-Weighted CGI by Org Type (Top 5)
Mean age-weighted CGI per age group, top 5 org types
Developmental Relevance Heatmap
Average 20-dimension score among statements flagged per age group
Age-Weighted CGI Temporal Trend
Mean age-weighted CGI per year by age group (2016-2026)
Risk-Governance Traffic Light Matrix
Risks rated by governance coverage status
Governance Response Latency
Threat emergence year vs. first governance response. Diagonal = instant response.
Sector Coverage Radar
Average governance response across 8 sectors
Dimension Gap Ranking
% of child-mentioning statements (n=503) scoring ≥50 per dimension