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Record W4322703761 · doi:10.1525/gfc.2023.23.1.x

Contributors

2023· article· en· W4322703761 on OpenAlexaboutno aff

Bibliographic record

VenueGastronomica The Journal of Food and Culture · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicCulinary Culture and Tourism
Canadian institutionsnot available
Fundersnot available
KeywordsIconCitationDownloadMateriality (auditing)Library scienceIdeologyArt historyHistoryMedia studiesArtSociologyWorld Wide WebComputer sciencePoliticsPolitical science

Abstract

fetched live from OpenAlex

Blake Allmendinger is a professor in the English Department at the University of California, Los Angeles. His most recent book is Geographic Personas: Self-Transformation and Performance in the American West (University of Nebraska Press, 2021).Jillian R. Cavanaugh is a linguistic and cultural anthropologist at Brooklyn College and The Graduate Center CUNY. She studies language and culture, and food production in northern Italy. She has written about language ideologies, the nature of materiality, gender, the value of heritage food, and the construction of food safety.Patrick Charbonneau is professor of chemistry and physics at Duke University. He studies soft matter and statistical physics, and occasionally lectures on the science of cooking and on the history of chemistry. His investigation of historical North American confections stems from the interplay of these various pursuits.Lauren Crossland-Marr is a postdoctoral researcher on the GEAP-3 project, which explores the application of CRISPR technology to agriculture. She received her PhD in anthropology from Washington University in St. Louis in 2020. Her research centers on foodways, agriculture, and technology.James Farrer is a professor of sociology at Sophia University in Tokyo. His research focuses on the contact zones of global cities, including ethnographic studies of sexuality, nightlife, expatriate communities, and urban food cultures. His current projects investigate community foodways in Tokyo and the global spread of Japanese restaurant cuisine.Cristina Grasseni is professor of cultural anthropology at the University of Leiden (the Netherlands). She is Principal Investigator of the ERC project “Food Citizens?” (www.foodcitizens.eu). Her latest book, The Heritage Arena: Reinventing Cheese in the Italian Alps (Berghahn Books, 2017) studies the politics of heritage cheese in Lombardy.Amanda Hilton is a research scientist at the Bureau of Applied Research in Anthropology (BARA) at the University of Arizona. She is an applied environmental anthropologist and political ecologist who works in Sicily, Italy and the US Southwest and Southeast.Alex Ketchum has been the Faculty Lecturer at the Institute for Gender, Sexuality, and Feminist Studies of McGill University since 2018. She is the director of the Just Feminist Tech and Scholarship Lab and co-founder of the Historical Cooking Project. She is the author of two books published by Concordia University Press: Engage in Public Scholarship!: A Guidebook on Feminist and Accessible Publication (2022) and Ingredients for Revolution: A History of American Feminist Restaurants, Cafes, and Coffeehouses (2022).Kelsey Kilgore is the Administrative Assistant and Kitchen Coordinator at the Culinaria Research Centre, UTSC. She is an upper-year PhD Candidate in U.S. History, writing about multisensory infantry training. She professionally cooked for a decade in Ottawa and Toronto, and now bridges food theory and practice in the Culinaria Kitchen.Elizabeth L. Krause is a professor in the Department of Anthropology at the University of Massachusetts Amherst, where she convenes the Ethnography Collective @ UMASS Amherst. She is the author of three books: A Crisis of Births: Population Politics and Family-Making in Italy (Wadsworth, 2005), Unraveled: A Weaver’s Tale of Life Gone Modern (University of California Press 2009), and Tight Knit: Global Families and the Social Life of Fast Fashion (University of Chicago Press, 2018).Jeffrey M. Pilcher is professor of history and food studies at the University of Toronto. His books include Planet Taco: A Global History of Mexican Food (Oxford University Press, 2012) and Food in World History (2nd edition, Routledge, 2017). He is currently finishing a global history of beer.Jess Stephens is a photographer based in Los Angeles. Pre-pandemic, she worked as a pastry chef in restaurants across the United States.Victor Valle, an emeritus Cal Poly San Luis Obispo professor and former Los Angeles Times Pulitzer Prize winner, writes from those places where food, urbanism, and literature overlap, even when it’s a story about white-collar crime (City of Industry: Genealogies of Power in Southern California, Rutgers University Press, 2009).Janita Van Dyk is a PhD candidate in anthropology with a collaborative specialization in food studies at the University of Toronto, and serves as the reviews editor for Gastronomica. Her work examines how people use time and temporality to reimagine their relationships to food, place, and value in Northern Italy. She also researches past and present social theories of fungi in anthropology, as well as changes to Italian Canadian food retailing in Toronto.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.460
Threshold uncertainty score0.655

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0030.001
Scholarly communication0.0070.004
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.5400.346

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 head0.011
GPT teacher head0.192
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2023
Admission routes1
Has abstractyes

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