Priority Leaderboard
Priorities ranked by a combination of community votes and how many source documents independently identified them.
How scores are calculated
Combined Score
Each priority's rank is determined by: vote consensus x vote influence + mechanical score x (1 - vote influence)
Vote consensus = (agrees - disagrees) / total votes, ranging from -1 to +1. Priorities with no votes yet contribute 0 to this component. Use the vote influence slider above to adjust the balance -- at 0% the ranking is purely mechanical, at 100% it is purely by votes.
Mechanical (Cross-Source) Score
The cross-source component is computed from three factors:
50% mention frequency + 30% source breadth + 20% evidence depth
- Mention frequency -- how many extracted chunks mention this priority, weighted by source type
- Source breadth -- number of distinct source documents that independently identify this priority
- Evidence depth -- number of provenance quotes directly supporting this priority
All three dimensions are min-max normalised so the top priority scores 1.0.
Source Type Weights
Each source document has a type that determines its weight in the mention frequency calculation. Use the sliders above to adjust these weights and see how the ranking changes.
Information Density
Mention frequency counts the number of document chunks that reference a priority. Longer or denser documents produce more chunks, giving them more opportunities to mention a priority. A 30-page academic paper might be split into 10+ chunks while a single Harmonica session produces 2-3 chunks. This means knowledge-commons sources may naturally dominate the mention frequency dimension.
Use the source type weight sliders to compensate -- for example, increasing the Harmonica weight or decreasing the knowledge-commons weight rebalances the influence of practitioner input versus academic research.
Source Types
- knowledge-commons -- academic papers, research reports, and formal publications from the governance knowledge base
- harmonica -- structured discussion outputs from Harmonica deliberation sessions with practitioners
- workshop -- notes and outputs from in-person or virtual workshop sessions (Miro exports)
- web -- web pages, blog posts, and other online content followed from source documents