MétaCan
Menu
Back to cohort
Record W2980328670 · doi:10.1080/24694452.2019.1655386

Thresholds of Empire: Women, Biosecurity, and the Zika Chemical Vector Program in Puerto Rico

2019· article· en· W2980328670 on OpenAlexaff
Paige Marie Patchin

Bibliographic record

VenueAnnals of the American Association of Geographers · 2019
Typearticle
Languageen
FieldMedicine
TopicZoonotic diseases and public health
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsBiosecurityZika virusPopulationGeographyPolitical sciencePublic healthBiopowerPandemicInfectious disease (medical specialty)Economic growthEnvironmental healthPoliticsDiseaseLawVirologyMedicineEcologyCoronavirus disease 2019 (COVID-19)Biology

Abstract

fetched live from OpenAlex

The recent emergence of a new strand of the Zika virus evinces the global entwinement of viral, human, and animal ecologies on a dynamic planet. Capable of shaping physiological development in utero and transmittable by both mosquitoes and sex, Zika ignited fears about the plasticity of the human form in the face of infectious disease, the permeability of nation-state borders to infectious disease, and the lifetime health care costs of infectious disease. In the United States, these fears were mapped onto the “unincorporated territory” of Puerto Rico, where one fifth of the population was predicted to contract the virus. This article examines U.S. government chemical intervention in Puerto Rico, which I argue was underpinned by a contradictory mapping of the island as inside the United States in terms of risk and outside the United States in terms of rights. Puerto Rican women were spatialized as the threshold between the agency of the virus and the future of the U.S. population. When they were perceived to fail in properly managing their bodies and homes, aerial chemical fumigation was threatened in an aggressive display of U.S. sovereign power. This article offers careful and critical geographic analysis of how imperial state power is extended in the name of health and how women in different places are made into biosecurity objects. It also notes a broader destructive logic that positions the reproductive capacities of poor women outside of Northern states as the pivot between an increasingly unruly nonhuman world and the future. Key Words: biosecurity, chemical geographies, empire (Puerto Rico), gender, Zika.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.241

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.011
GPT teacher head0.309
Teacher spread0.299 · 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 designObservational
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

Citations18
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueAnnals of the American Association of GeographersSame topicZoonotic diseases and public healthFrench-language works237,207