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Electronic noses and panels provide complementary whisky maps — Yoshida et al.
Electronic noses and panels provide complementary whisky maps — Yoshida et al.

Electronic noses and panels provide complementary whisky maps — Yoshida et al.

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Tags
Gas ChromatographyGas ChromatographySensory EvaluationSensory EvaluationSensory ValidationSensory ValidationScotch WhiskyScotch Whisky
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Legacy Single Excerpt
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Legacy Associated Permanent Note
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Citation(s) & Footnote(s)
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Whiskey Knowledge Databases › Literature Notes

✅

Partial-source Literature Note. All supplied text is reviewed, but six of the published chapter’s eight pages are missing; full-source completion is not established.

Scope and core summary

Complete synthesis of the preserved two-page conference excerpt comparing a flash-GC electronic nose with an expert panel across 58 new-make samples from six Scotch malt distilleries.

Author argument

The authors report that both methods discriminated distillery groups and that some instrumental peaks correlated with sensory attributes, while the two maps were not directly interchangeable.

Researcher synthesis

Use this as supporting evidence for method complementarity: instruments can monitor compositional pattern and panels can describe perceived character. Agreement strengthens inference; disagreement is diagnostic rather than a reason to discard one method.

Evidence assessment

Primary conference study with a substantial sample count, but the preserved excerpt is compressed.

Limitations and open questions

Limitations: Only two pages are preserved, methodological and statistical detail is limited, authors are affiliated with the instrument manufacturer, and results concern unmatured Scotch spirit. Do not use for product-quality or brand claims.

Open questions: Can the complete proceedings chapter be obtained to verify performance metrics and conflicts in full detail?

Connected records

  • Contributors: 6
  • Verified Excerpts: 3
  • Citations: 1
  • Zettels: 3

Completion record

Full preserved excerpt reviewed: 2/2 local PDF sheets and 692 extracted words. Abstract, sample design, and stated comparison checked. This source is complete as preserved but remains evidence-limited; no file-integrity hold remains.

Entire supplied source reviewed
Author argument separated from researcher synthesis
Evidence quality and limitations recorded
Page- or section-located excerpts connected
Citation connected
Zettel synthesis connected

September 27 Coverage Audit and Critical Reading

Both supplied pages were read and visually checked. They are printed pages 155–156; the publisher record confirms the chapter runs through page 162. The file stops during equipment description, so this is not a compressed complete paper.

Table 1 contains 58 unmatured samples across anonymized distilleries A–F: ten per group except D, with eight. Listed strengths range from 63.5% to 72.6% alcohol. That is the sample description, not proof of the concentrations presented to the sensory panel; later preparation details are missing. The initial equipment section describes dual-column flash GC with flame-ionization detection. It should not be casually relabeled GC/MS.

The abstract reports sixteen sensory attributes, distillery discrimination and some correlations. Those are author-reported conclusions whose figures, validation and uncertainty cannot yet be inspected. The affiliation with Alpha MOS should accompany any product-performance interpretation. The missing pages are needed to evaluate panel training and size, order/blinding, dilution, independent replication, validation against new samples and the specific correlations.

Academy use pending recovery: a research lead for comparing instrumental patterns with trained perception. Do not use it to advertise a validated classifier, infer mature-whisky quality, identify unnamed distilleries or recommend an instrument purchase. Existing related Zettels are broader syntheses; this abstract alone does not establish them. No new claims of full examination are warranted.

Full chapter access is subscription/purchase-gated on the checked publisher page. No purchase or outreach has been made. Continue accessible materials while this recovery remains open.

Date
September 5, 2026
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Contributors
Koichi YoshidaKoichi YoshidaEmiko IshikawaEmiko IshikawaMaltesh JoshiMaltesh JoshiHervé LechatHervé LechatFatma AyouniFatma AyouniMarion BonnefilleMarion Bonnefille
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Source
No access
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Excerpts
Yoshida et al. — six-distillery comparisonYoshida et al. — six-distillery comparisonYoshida et al. — both methods discriminateYoshida et al. — both methods discriminateYoshida et al. — complementary correlationsYoshida et al. — complementary correlations
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Zettels
Analytical models inherit the limits of their reference setsAnalytical models inherit the limits of their reference setsSensory panels and instruments are complementary measurement systemsSensory panels and instruments are complementary measurement systemsAuthentication models are conditional on their reference populationsAuthentication models are conditional on their reference populations
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Citations
Yoshida et al. 2012 — electronic-nose Scotch profiling — ChicagoYoshida et al. 2012 — electronic-nose Scotch profiling — Chicago
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