Detection signals
- Probability claims without priors/denominator.
- Outlier case treated as typical.
- Strong inference from sparse sample.
Base rate neglect
General prevalence is ignored when interpreting specific cases.
The narrative builds probability claims from salient examples while omitting denominator context and population-level baseline data.
Caution notes
- Sometimes baseline data is genuinely unavailable.
- Flag only when omission materially changes interpretation.
AI-generated domain examples
Generate illustrative examples for a selected domain/topic. Generated output is separated from canonical ontology content.