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Record W4307164909 · doi:10.3828/bjcs.2022.10

The straight and narrow path: policy direction and oversight of the gay purges in Canada

2022· article· en· W4307164909 on OpenAlexaboutno aff
Hector Mackenzie

Bibliographic record

VenueBritish Journal of Canadian Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsAppealPolitical scienceLawSociology

Abstract

fetched live from OpenAlex

The gay purges from the late 1950s to the late 1970s were the only large-scale dismissals from the public service of Canada in its history. As this article demonstrates, this arbitrary action was taken without regard to individual circumstances and without due process or appeal, simply because of the sexuality of those targeted. Presumptions were made – and acted upon – about a supposed link between homosexuality and disloyalty, with a consequently imagined threat to national security. Although the implementation of the purges by the Royal Canadian Mounted Police Security Service (RCMPSS) was undoubtedly zealous and harsh, that conduct took place within a framework that was constructed by policy-makers in the Privy Council Office, overseen by senior public servants and ultimately sanctioned by successive Canadian cabinets. As this examination shows, the RCMPSS acted, however severely, with authority granted to it by others who would later try to distance themselves from responsibility and pose as sympathetic to those purged. In fact, this was not the drastic misapplication of a measured policy, as sometimes contended, but a deliberate, malevolent, and ultimately mistaken attempt to deal with an imagined threat.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.183
Threshold uncertainty score0.999

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 studies0.0020.000
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 head0.012
GPT teacher head0.214
Teacher spread0.203 · 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.

Study designNot applicable
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

Citations2
Published2022
Admission routes1
Has abstractyes

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