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Record W3134350734 · doi:10.60082/2563-8505.1416

Ending the Erasure?: Writing Race into the Story of Psychological Detentions – Examining R. v. Le

2021· article· en· W3134350734 on OpenAlexaboutno aff
Amar Khoday

Bibliographic record

VenueSupreme Court law review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsCoercion (linguistics)Construct (python library)Race (biology)Supreme courtLaw enforcementPsychologySocial psychologyCriminologyLawPolitical scienceEthnic groupSociologyGender studies

Abstract

fetched live from OpenAlex

When does a police detention begin? In various instances, the answer to this question may be entirely obscure but nevertheless consequential to one’s constitutional rights and the admission of evidence. Even in the absence of circumstances where police officers employ physical restraint, the Supreme Court of Canada has recognized that law enforcement officials may nevertheless “psychologically detain” an individual. Specifically, a reasonable person may believe that they are simply unable to walk away from a police-initiated encounter and are compelled to respond to questioning. Due possibly to a sense of coercion, this perceived inability may arise even where the detention is or appears arbitrary. Such interactions beg certain questions. How does one construct the “reasonable person” in police-initiated encounters? With what characteristics are they imbued? Because many encounters transpire between police officers and racialized individuals, should the person’s ethnicity or racial background be a constitutive characteristic of the reasonable person?

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)0.005
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.978
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
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 head0.145
GPT teacher head0.406
Teacher spread0.261 · 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

Citations1
Published2021
Admission routes1
Has abstractyes

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