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Alcohol and Driving: The Development of Law Enforcement Countermeasures in Canada

2009· article· en· W2051546561 on OpenAlexvenueaboutno aff
Douglas M. Lucasi

Bibliographic record

VenueCanadian Society of Forensic Science Journal · 2009
Typearticle
Languageen
FieldMedicine
TopicAlcohol Consumption and Health Effects
Canadian institutionsnot available
Fundersnot available
KeywordsLegislationDriving under the influenceLaw enforcementParliamentLegislatureDrunk drivingEnforcementTest (biology)LawEngineeringPolitical scienceBusinessComputer securityCriminologyPoison controlPsychologyEnvironmental healthHuman factors and ergonomicsMedicineComputer sciencePolitics

Abstract

fetched live from OpenAlex

SummaryIn 1969, the Canadian Parliament took two significant steps against DUI by adopting a “per se” law making it an offense to drive with a blood alcohol concentration (BAC) greater than 80 mg of alcohol in 100 milliliters of blood and also making it an offense to refuse to provide a breath sample on demand. Since these 1969 provisions, addition legislative changes have been made to deal with specific DUI-related issues. In 1985, legislation was enacted to address the taking of blood samples when breath sampling is impractical or impossible. In 2008, the so-called “two beer” defense was significantly impeded by new limitations placed on the “evidence to the contrary” provision. The impact of this provision is still being assessed. New defenses for DUI then emerged based on attacks on the breath-test instrument itself and its manner of operation. Making DUI legislation part of the Criminal Code of Canada (CCC) resulted in making the basic legislation against DUI uniform across the country, and it makes the implications for violators very serious. Because the consequences for a convicted driver can be so serious, it is essential that the investigative process, including the breath test, be conducted according to the highest standards. This means that all investigative steps should be properly performed at the police station, not at the roadside or back of a police vehicle. In fact the practice of transporting an arrested driver to a police station for testing may be one of the more significant deterrents for potential offenders. Although existing legislation has been important in reducing the number of deaths and serious injuries from DUI, accidents caused by DUI remain unacceptably high in Canada. 14 references

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.342
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.061
GPT teacher head0.328
Teacher spread0.267 · 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 designObservational
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
Published2009
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Society of Forensic Science JournalSame topicAlcohol Consumption and Health EffectsFrench-language works237,207