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Methodologies
METHODOLOGIES
How recommendations and briefs are generated
A deterministic rules engine, not a language model.
Method
Each recommendation is produced by a rule that reads Atlas' own data, stores the evidence numbers and the calculation used, and carries a confidence label (CALCULATED, INFERRED, ASSUMED). Re-running replaces the previous output. Briefs are assembled from the same recommendations.
Limits. Rules encode expert judgement about what is worth flagging; they are transparent but not exhaustive.
Related reading
More in Methodologies
- How the data-quality score is calculated
- Versions and cumulative updates
- Diversity: Shannon index and evenness
- Provenance, checksums and the archive
- Confidence labels: calculated, illustrative, assumed
- Net change versus gross loss and gain
- The rules behind recommendations
- How carbon project locations are established and checked
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