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Record W7005356752

Prostitution and missing and murdered women and girls in Canada

2020· other· en· W7005356752 on OpenAlexaboutno aff

Bibliographic record

VenueMount Royal University Institutional Repository (Mount Royal University) · 2020
Typeother
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCell Image Analysis Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsAutonomyVariety (cybernetics)Economic JusticeVirtuePoliticsPublic domainCriminal justice
DOInot available

Abstract

fetched live from OpenAlex

If ever there was a topic most debated, it is prostitution. Beliefs about it vary greatly, from one end of the spectrum to the other, and they vary within provinces and across countries. In Canada, each province has the autonomy to administer the federal law and justice system how it sees fit, which is often driven by the ruling political party at the time. And furthermore, you may find that within one province, the various municipal and/or provincial policing agencies have different mandates when it comes to enforcing prostitution laws and choosing subjects to target. All of this adds to the complexity of supporting “the best” idea to address prostitution.
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\nProstitution involves two specific and symbolic domains of society—sexual relations and economics—and since these domains are highly gendered, the female prostitute or sex worker has long represented a troubling figure, disrupting what are traditionally deemed to be natural gender binaries (males should be active whereas females should be passive; economics is in the public domain whereas sexual relations is relegated to the private arena). Often simultaneously viewed as an inevitable feature of all human societies, prostitution is held to meet the supposedly powerful and biologi- cally given sexual impulses of men. Thus it is sometimes described as a “necessary evil” and considered to protect the virtue of “good” girls and women by “soaking up” excess male sexual urges which would otherwise lead to rape and marital breakdown (O’Connell-Davidson, 2007). 
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\nTake what you will from such dichotomies, there remain a variety of ideas and positions about prostitution and this chapter will introduce you to some of the ideas that currently consume the literature. What is presented here is overly succinct but the intent is to provide you with factual information so that you may contribute to the recurring and robust debate.

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 categoriesMeta-epidemiology (narrow)
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 score0.630
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 science0.0000.000
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 head0.003
GPT teacher head0.155
Teacher spread0.152 · 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

Citations0
Published2020
Admission routes1
Has abstractyes

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