MétaCan
Menu
Back to cohort
Record W4415595041 · doi:10.55877/cc.vol28.620

MUSEOLOGY OF THE LIVING HERITAGE OF COGNAC CULTURE IN NOUVELLE-AQUITAINE: FOR AN INTERNATIONAL REREADING OF THE HISTORY OF SCIENCE AND TECHNOLOGY IN DEVELOPMENT OF EAU-DE-VIE OF COGNAC IN THE CHARENTES

2025· article· W4415595041 on OpenAlexaff
Vanessa Ferey

Bibliographic record

VenueCulture Crossroads · 2025
Typearticle
Language
FieldArts and Humanities
TopicCultural Identity and Heritage
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsIntangible cultural heritageInterpretation (philosophy)MuseologyCultural heritageConventionSafeguardingCultural heritage managementIndustrial heritage

Abstract

fetched live from OpenAlex

Communities have always invented systems to preserve the evolution and the history of their thoughts. Nevertheless, how is the knowledge associated with this human thought cultivated? Where does it come from and in what ways is it constituted? The answers to these questions are partly given through actions intended to preserve and enhance the collections of tangible and intangible artifacts present in museums. From science, society or art, but also ecomuseums, interpretation centres or archives, communities ensure the survival of this knowledge in many ways. This article highlights the knowledge, practices and know-how resulting from the living heritage of Cognac brandy, registered as a French intangible heritage in 2020. The Association des Savoir-faire du Cognac’s request for an inscription on the List of Intangible Cultural Heritage, on the occasion of the 20th anniversary of the UNESCO Convention for the Safeguarding of the Intangible Cultural Heritage, opens new perspectives for the interpretation of this intangible heritage.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.147
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.007
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.027
GPT teacher head0.276
Teacher spread0.249 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCulture CrossroadsSame topicCultural Identity and HeritageFrench-language works237,207