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Record W4320497324 · doi:10.1080/03085147.2023.2168370

Bypassing the animal: Plant-based meat and the communicative constitution of a moral market

2023· article· en· W4320497324 on OpenAlex
Mathieu Chaput, Alexander Paulsson

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueEconomy and Society · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsUniversité TÉLUQ
FundersJan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse
KeywordsSustainabilityRhetoricAnimal welfareBusinessMarketingEconomicsBiology

Abstract

fetched live from OpenAlex

The food industry occupies a large portion of the plate in the study of moral markets. Moral markets for food include fair trade goods, organic products, family farmers initiatives, as well as plant-based meat alternatives, the focus of this paper. Driven by a growing concern for animal welfare, sustainability and the responsible use of resources, various companies launched products that successfully duplicate the taste, look and overall experience of meat eating, without the dire impacts of the meat industry on human, animal and environmental health. In this paper, we explore the formation of a market for plant-based meat as a communicative accomplishment. To do so, we analyse the rhetoric of one of its leading companies: Beyond Meat. By tracing the development of this food-tech company, we show that Beyond Meat’s activist-like rhetoric has contributed to the formation of a market based on the moral criterion of efficiency, which is achieved by bypassing the animal in meat production and by creating a transcending collective identity for meat-eaters of all sorts. Contrary to the more common process where moralized products move from social movement to market, we here theorize the formation of a moralized market that is depicted as a movement.

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.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.811
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
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 head0.039
GPT teacher head0.298
Teacher spread0.259 · 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