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Record W7064950357

The Cheapest Police

2024· book· en· W7064950357 on OpenAlexaboutno aff

Bibliographic record

VenueWinnSpace (University of Winnipeg) · 2024
Typebook
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsHegemonyIndigenousLiberalismState (computer science)BourgeoisiePolitical freedomPolitical philosophy
DOInot available

Abstract

fetched live from OpenAlex

Current debates within librarianship around intellectual freedom echo debates in broader society around free speech, cancel culture, and "culture war".This thesis argues that, far from being a transcendental value or purely intellectual concept, intellectual freedom is deeply implicated in political struggles over class, race, gender, and sexuality.Taking two recent controversies over the exclusion of trans and Indigenous people from Canadian libraries, this thesis links library policy and practice with longstanding tendencies within Canadian politics itself, in particular the hegemonic use of a form of communitarianism known as the politics of recognition.Once a pragmatic strategy to manage Canadian cultural and political demands of marginalized groups, in the 1990s the politics of recognition became a sophisticated political theory, one which informs Canadian politics (including the politics of libraries) to the present day.Applying a conjunctural analysis of the media, moral panics, and hegemony drawn from the work of Stuart Hall, this thesis offers a critique of Canadian politics and libraries as political institutions that focuses on three main areas: liberal individualism, bourgeois hegemony, and the politics of recognition which liberalism developed to neutralize the threat of radical difference.These interlocking strands paint a picture of Canadian libraries not as politically neutral organizations fostering individual freedom and unconstrained intellectual development, but as playing a specific role in the construction and maintenance of liberal hegemony which demonizes particular Others -like trans and Indigenous peoples -as part of a broader political strategy: the maintenance and survival of the liberal Canadian state itself.The concept of intellectual freedom in librarianship, in particular, can then more clearly be seen as a pragmatic i tool in the service of the Canadian state's hegemonic strategy, rather than as a pure, timeless, apolitical concept.[Mr.Brotherton] contended that this Bill would provide the cheapest police that could possibly be established.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.086
Threshold uncertainty score1.000

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 science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0630.001

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 head0.008
GPT teacher head0.210
Teacher spread0.202 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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 routes1
Has abstractyes

Explore more

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