This is the necessary qualification for any claim that a handheld or rapid test can authenticate whiskey automatically.
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The authors conclude that spectroscopy and chemometrics are still developing for whiskey fraud detection and emphasize that calibration models require careful application and continuing validation.
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Conclusions
Paraphrase or source-claim description checked against PDF page 10 on 2026-09-04; not presented as a verbatim quotation.
Verification: Paraphrase or source-claim description checked against PDF page 10 on 2026-09-04; not presented as a verbatim quotation.
Evidence record
Captured evidence
The authors conclude that spectroscopy and chemometrics are still developing for whiskey fraud detection and emphasize that calibration models require careful application and continuing validation.
Context
Claim captured during full page-by-page processing of the supplied source.
Research annotation
This is the necessary qualification for any claim that a handheld or rapid test can authenticate whiskey automatically.
Connected records
- Source: No access
- Literature note:
Literature Note — Whiskey Adulteration and Spectroscopic Fraud Detection
- Citation: