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Record W1534564423 · doi:10.24908/ss.v6i4.3268

Ottawa’s National Capital Commission Conservation Officers and the Policing of Public Park Sex

2009· article· en· W1534564423 on OpenAlexafffundabout
Kevin Walby

Bibliographic record

VenueSurveillance & Society · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsCarleton University
FundersUniversity of TorontoQueen's University
KeywordsOfficerCommissionPublic administrationPolitical scienceNational parkSociologyLaw enforcementLawCriminologyGeography

Abstract

fetched live from OpenAlex

The National Capital Commission (NCC) is an organization responsible for so-called ‘beautification’ and land development around Canada’s capital city, Ottawa. This paper examines surveillance of public sex by NCC conservation officers in Ottawa’s parks. Conceptualizing NCC conservation officer work as policing, I analyze conservation officer occurrence reports obtained through federal-level access to information requests to examine how public male with male sexual activity is problematized and criminalized. This case study of NCC conservation officer work demonstrates how notions of so-called ‘appropriate’ sexuality and space usage can be shaped and reinforced through policing and surveillance conducted by governance agents who have peace officer status. Conservation officers have been excluded from studies of policing because of a bias towards conventional municipal officers in the policing literature as well as the marginal status of specialized enforcement agents. Contributing to the literature on policing of public sex, my analysis of conservation officer occurrence reports suggests that even when bylaws and park regulations concerning erotic acts are written in gender-neutral and innocuous language, these bylaws are enforced in ways that discriminate against public homoeroticism. Though NCC officer policing is integral to attempts at purifying urban space, because of their mandate to promote the spirit of Canada in the lands surrounding Ottawa I argue that sexuality is also a matter of national character for the NCC.

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)0.002
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 score0.333
Threshold uncertainty score0.451

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 head0.019
GPT teacher head0.292
Teacher spread0.272 · 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

Citations11
Published2009
Admission routes3
Has abstractyes

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