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Record W6958151763 · doi:10.60770/p4kx-yh54

The constitutionality of mandatory alcohol screening in Canada

2024· article· en· W6958151763 on OpenAlexaffabout

Bibliographic record

VenueMount Royal University Institutional Repository (Mount Royal University) · 2024
Typearticle
Languageen
FieldEngineering
TopicAdvanced machining processes and optimization
Canadian institutionsMount Royal University
Fundersnot available
KeywordsConstitutionalityCharterSupreme courtCriminal codeArgument (complex analysis)DutyLegislationWarrantBill of rights

Abstract

fetched live from OpenAlex

In 2018, random mandatory alcohol screening became a reality of the Canadian justice system. Before the law had even come into effect, it was being welcomed with open arms by some, and immediately castigated as unconstitutional by others. Compelling arguments for both sides have emerged in the wake of debate. Where Bill C-46 has enacted laws which have adversely affected the rights of drivers, an analysis of the new laws written within the Canadian Criminal Code, warrant an audit of their alignment with the Canadian Charter of Rights and Freedoms. This thesis challenges the constitutionality of section 320.27 (2) of the Canadian Criminal Code against sections 7 and 1 of the Canadian Charter of Rights and Freedoms. In drawing on the public’s perception of the law, an array of precedent provided by the Supreme Court of Canada, and an analysis of both sections 7 and 1 of the Canadian Charter, an argument can be made which corroborates the notion that section 320.27 (2) of the Canadian Criminal Code is unconstitutional.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.624
Threshold uncertainty score0.963

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 studies0.0010.000
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 head0.005
GPT teacher head0.165
Teacher spread0.160 · 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 designSimulation or modeling
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
Published2024
Admission routes2
Has abstractyes

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