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Record W3210975653

Disposing of Risk: The Biopolitics of Recalled Food and the (Un)making of Waste

2017· dissertation· en· W3210975653 on OpenAlexaboutno aff
Scott Cameron Lougheed

Bibliographic record

VenueQSpace (Queen's University Library) · 2017
Typedissertation
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsnot available
Fundersnot available
KeywordsBiopowerFood wasteBusinessPolitical scienceWaste managementEngineeringPoliticsLaw
DOInot available

Abstract

fetched live from OpenAlex

I use food recalls—the removal from the market of food that violates laws or standardsas a lens to understand how efforts to secure the Canadian food system and Canadian consumers more broadly intersect with the limits of human control. I draw on the related concepts of biopolitics, biosecurity, and risk, as a frame for critically examining the imbroglio that constitutes the simultaneous control of microbial life on the one hand, and the enriching of human life on the other. Data come from interviews with 22 key informants; documentary analysis of Canadian government and industry documents publicly available or obtained through Access to Information and Privacy (ATIP) requests; and attendance at a conference on food safety. This dissertation is comprised of three core studies. The first study uses microbiological end-product testing of food as a lens through which to better understand how (scientific) indeterminacy is managed in the food industry and in the context of regulatory enforcement. The second study situates food safety and food recalls as a site in which to better understand the challenge that entanglements of human and nonhuman pose to the security of the food system. From this foundation, I provide a critique of conventional notions of the Anthropocene in which I re-characterize the Anthropocene as a moment of indeterminacy and asymmetry rather than of profound human control and domination. The third study develops a conceptual map of the reverse supply chain (RSC; the processes and actors involved in handling recalled products) for recalled food. The RSC is synthesized with concepts of divestment and conduits from the interdisciplinary discard studies literature as a foundation to better understand the challenges to biosecurity and biopolitics that a move towards closed loop (reverse) supply chains may engender. Taken together, I suggest that the foodborne hazards we confront are often beyond human knowledge; the unknownunknowns associated with, and immanent in technoscientific intervention, microbiological abundance, and the complex sociomaterial entanglements of life and living. In these ways, and with respect to how recalled food is divested, the biopolitics and the biopolitical governance of food are inextricable from environmental considerations.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.738
Threshold uncertainty score0.983

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 studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.011
GPT teacher head0.245
Teacher spread0.234 · 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 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

Citations1
Published2017
Admission routes1
Has abstractyes

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