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Record W4405884969 · doi:10.1177/17416590241305027

Policing harm reduction: A case study of who counts as human

2024· article· en· W4405884969 on OpenAlexafffundabout
Sarah N. Snyder, Jijian Voronka, Adrian Guţă, Merrick Pilling

Bibliographic record

VenueCrime Media Culture An International Journal · 2024
Typearticle
Languageen
FieldMedicine
TopicOpioid Use Disorder Treatment
Canadian institutionsToronto Metropolitan UniversityUniversity of Windsor
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsWindsorHarm reduction(+)-NaloxoneHarmCriminologyHumanityPunishment (psychology)SociologyPolitical scienceLawPsychologyOpioidMedicineSocial psychology

Abstract

fetched live from OpenAlex

The debate over whether or not to have police officers carry naloxone was waged long enough in Windsor, Ontario that it became referred to in the local media as "the naloxone issue." Compared to other cities and towns in the Canadian province, Windsor was slow to equip police officers with the life-saving drug that reverses the effects of opioid overdose. In this paper, we document the unhurried development of this particular harm reduction measure as it unfolded over the course of several years. We draw on theories of human disposability in our analysis of the debates and discussions conveyed through media coverage of the naloxone issue. In doing so, we develop an account for the resistance to a rapid implementation of harm reduction in Windsor, especially given the compounded crises of escalating opioid-related deaths and the COVID-19 pandemic. Examining the logics underpinning major, minor, and left unsaid positions taken in discussions and debates on the naloxone issue as conveyed through press media, we show how, ideologically, the lives of people who use drugs (PWUD) are not only less valued, but made into wasted life. Underlying police and city administrations' delay in equipping police officers with naloxone is an understanding of PWUD as disposable. The naloxone issue was turned into a controversy, demonstrating that the humanity of PWUD is up for debate. In contrast, the humanity of police officers is regarded as self-evident. We conclude by arguing that the eventual decision to equip all Windsor police officers with naloxone was made in the name of police safety, in particular as a way of protecting police from homeless bodies, constructed as both dangerous and drug-using, thereby revealing that the crux of the controversy was actually about whose life is worth protecting.

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 score0.406
Threshold uncertainty score0.918

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.040
GPT teacher head0.400
Teacher spread0.360 · 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

Citations0
Published2024
Admission routes3
Has abstractyes

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