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Record W4408305692 · doi:10.1525/gfc.2025.25.1.vi

Contributors

2025· article· en· W4408305692 on OpenAlexaboutno aff

Bibliographic record

VenueGastronomica The Journal of Food and Culture · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicCulinary Culture and Tourism
Canadian institutionsnot available
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

Camille Bégin is a writer and historian. Her first book Taste of the Nation: The New Deal Search for America’s Food (University of Illinois Press, 2016) won the Association for the Study of Food and Society’s best book award. She is currently writing a food memoir entitled Crumbs: A Trail of Taste and Illness. Born in France, she has been calling Toronto, Canada, home for close to two decades.Daniel E. Bender is the Canada Research Chair in Food and Culture and a professor of food studies at the University of Toronto. He is the author, most recently, of The Food Adventurers: How Around-the-World Travel Changed the Way We Eat (Reaktion Press, 2023). He holds a WSET Diploma and is a Certified Specialist in Wine.Nicole Berger holds a PhD in anthropology from Princeton University and a Masters in cultural anthropology from the University of Hawai‘i at Mānoa. She is currently a lecturer at New York University Paris and a member of the interdisciplinary research group Héritages at CY Cergy Paris Université.Duncan Cameron is Professor of Environmental Sustainability at the University of Manchester. His research seeks to understand how soil microbes enhance plant nutrition and health in the context of sustainable agriculture and global food security. Currently, he co-leads the Healthy Soil, Healthy Food, Healthy People consortium as part of UKRI’s “Transforming UK food systems” program.Kazuhiro Iwama is a professor of Asian History at the Faculty of Letters, Keio University in Japan. His recent research focuses on the modern and contemporary history of Chinese food and food exchange in East Asia. He published A World History of Chinese Food (2021, Keio University Press) in Japanese.Tarana Husain Khan is a writer and food historian based in India. Her writings have been published in prominent media outlets and in the anthologies Desi Delicacies (Pan Macmillan India, 2023) and Dastarkhwan: Food Writing from Muslim South Asia (Beacon Books, UK, 2021). Her research article “Narrating Rampur Cuisine: Cookbooks, Forgotten Foods and Culinary Memories” was published in Global Food History Journal (April 2023 Issue). Tarana is the author of Degh to Dastarkhwan: Qissas and Recipes from Rampur (Penguin Random House India, 2023) and The Begum and the Dastan (Hachette, 2023). She has co-edited and contributed to the anthology Forgotten Foods: Memories and Recipes from Muslim South Asia (Pan Macmillan India, 2023). She worked as a Research Fellow and Consultant at the University of Sheffield on an AHRC-funded project “Forgotten Food: Culinary Memory, Local Heritage and Lost Agricultural Varieties in India” (2019–2023).Siobhan Lambert-Hurley is Professor of Global History at the University of Sheffield. Since 2019, she has led the project “Forgotten Food: Culinary Memory, Local Heritage and Lost Agricultural Varieties in India.” Most recently, she co-edited Forgotten Foods: Memories and Recipes from Muslim South Asia (Pan Macmillan, 2023).Michael Mangieri has worked as a cook, chef, bread baker, dishwasher, farmer, and commercial fisher. He is currently pursuing an interdisciplinary baccalaureate in Anthropology of Food and Yiddish Studies at the City University of New York.Anne-Claire Yemsi Paillissé, associate professor at ISTHIA-University of Toulouse, specializes in Hispanic Studies and Gastronomy. Her research explores disruptive restaurants, multisensory dining experiences, and the interplay between art and gastronomy, with a focus on Spain, Denmark, and France. She holds a PhD in Humanities and a Master of Business Administration from ISM Munich.Jessica Whipple is a poet and author of two children’s picture books: Enough Is … (Tilbury House, 2023, illustrated by Nicole Wong) and I Think I Think a Lot (Free Spirit Publishing, 2023, illustrated by Josée Bisaillon). Her work for adults has appeared in Funicular, ONE ART, McSweeney’s, and Identity Theory. “Broken Strings,” which appeared in Door Is a Jar magazine, received a Best of the Net and a Pushcart nomination. Read more at AuthorJessicaWhipple.com.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.523
Threshold uncertainty score0.123

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.006
GPT teacher head0.188
Teacher spread0.182 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

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