ARAAdminQuestion Bankv1.1Q6
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Edit question Q6

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Lineage

Org pillar layer
Layer 1 · rating

Every question is tagged at the database level to exactly one construct. This is the chain a consultant or client can show the stakeholder asking “where did this question come from?”

1 · Item

A published data classification scheme includes specific categories for data feeding AI systems (training data, inference inputs, model outputs).

مخطط تصنيف بيانات منشور يتضمن فئات محددة للبيانات التي تغذي أنظمة الذكاء الاصطناعي.

2 · Pillar

Data Foundations
Data quality, ownership, sovereignty, shadow AI risk.

3 · Score map

OptionScore (1–5)
1 - Not at all1
2 - Early exploration2
3 - In progress3
4 - Mostly in place4
5 - Comprehensive5
Region: both·Sector: all·Display order: 6·Active
Validation evidence

Per-item content-validity trail

No validation evidence captured for this question yet. Click below to ask Claude for an AI-suggested anchor against the curated bibliography in the methodology brief. Suggestions are saved as ai_proposed and require admin review before they appear in any client report.

Question details

For multiple choice / yes-no, enter options and score_map as JSON.