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Record W4386851621 · doi:10.1525/gfc.2023.23.3.vii

Contributors

2023· article· en· W4386851621 on OpenAlexaboutno aff

Bibliographic record

VenueGastronomica The Journal of Food and Culture · 2023
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsIconGastronomyCitationDownloadLibrary scienceAdventureMedia studiesSociologyAdvertisingHistoryWorld Wide WebArt historyBusinessComputer scienceTourismArchaeology

Abstract

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Clara Albacete is a recent graduate from Washington and Lee University, where she received her degree in environmental studies. Previous food-related study includes her senior thesis entitled Yerba Mate: Earth as a Companion.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 Books, 2023). He is a WSET Diploma Candidate and a Certified Specialist in Wine.Kelly Donati is senior lecturer in food systems and gastronomy at William Angliss Institute (Melbourne). Her research explores multispecies encounters in food and farming practices of the Anthropocene. She is a founding director of Sustain: the Australian Food Network, a not-for-profit focused on research and policy for food system transformation.Chelsea Fisher is an anthropologist working to develop creative applications of community-engaged archaeology for understanding, mitigating, and resolving environmental justice conflicts. Her research is primarily based in Yucatán, Mexico, and she is assistant professor of anthropology at the University of South Carolina.Lisa Haushofer is a senior research associate at the Chair of the History of Medicine at the University of Zurich and the incoming assistant professor of food history at the University of Amsterdam. Her research is located at the intersection of the histories of food, science, medicine, and environment.Jed Hilton is an anthropologist and former chef at the University of Exeter. He conducts research centered on the anthropology of food and economic anthropology. His research interests are focused on the hospitality industry, culinary labor, sustainability, and the ethical, cultural, and political issues of food and cooking.Jo Podvin lives in Oakland, California, on the Ring of Fire.Eric C. Rath is a professor of history at the University of Kansas where he teaches courses on food history and premodern Japan. His books include Oishii: The History of Sushi (Reaktion Books, 2021). He is a member of the editorial collective of Gastronomica. He is currently completing a history of sake.Nancy Sommers led the Harvard College Writing Program for twenty years as the Sosland Chair in Writing. She is the author of four college writing handbooks, including A Writer’s Reference, Tenth Edition (Bedford/St. Martin’s, 2021) and A Pocket Style Manual, Ninth Edition (Bedford/St. Martin’s, 2021), and numerous prize-winning essays. Sommers directs writing workshops and teaches creative nonfiction at Harvard’s Graduate School of Education.Sean Wyer is a PhD candidate in Italian Studies at the University of California, Berkeley, and a Charlotte Newcombe Doctoral Dissertation Fellow. He lives in the UK, and works as a lecturer at Balliol College, Oxford. His current research focuses on cosmopolitanism and food traditions, primarily in Sicily and Rome.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.616
Threshold uncertainty score0.548

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0030.001
Scholarly communication0.0070.004
Open science0.0020.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.6160.427

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 head0.021
GPT teacher head0.318
Teacher spread0.296 · 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 source (direct Gemma or distilled Codex), not a consensus.

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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