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Record W2042125529 · doi:10.1068/d19110

Cougar — Human Entanglements and the Biopolitical Un/Making of Safe Space

2012· article· en· W2042125529 on OpenAlex

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEnvironment and Planning D Society and Space · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSpace (punctuation)BiopowerBiosecurityGeographyPopulationNewspaperSociologyEnvironmental ethicsEthnologyPolitical sciencePoliticsMedia studiesEcologyLawDemography

Abstract

fetched live from OpenAlex

This paper explores how cougars and humans live together on Vancouver Island, Canada, a region home to what scientists estimate is the densest cougar population in North America and to one quarter of the continent's lethal and nonlethal cougar attacks in the last century. Drawing on biopolitical and spatial theory, I trace how safe space is made, maintained, and unmade and ask what the role of cougars has been in production of spaces and their imagined security. Discussion is informed foremost by stories of cougar - human encounters on Vancouver Island and then retold based on newspaper and archival research and semistructured interviews with island residents. The goal of this paper is to demonstrate how nonhumans matter to the material - semiotic construction of safety and space. In particular, I examine attempts to discipline cougars in the name of biosecurity, how cougars discipline humans, and how cougars' bodies and behaviors have resisted and shaped spatial configurations. I argue that these contestations and enforcements are biopolitical. My empirical research supports recent theoretical arguments by geographers and actor-network theorists regarding space—namely, that space is produced within network formations of which cougars, in this case, are key actors. My analyses suggest that the biothreat cougars and humans pose to each other precludes the formation of ethics through encounter and that conservation strategies must account for cougars' spatial requirements.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.252
Threshold uncertainty score0.771

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 studies0.0010.001
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 head0.025
GPT teacher head0.304
Teacher spread0.279 · 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