MétaCan
Menu
Back to cohort
Record W4387533342 · doi:10.17159/obiter.v44i3.16964

A CRITICAL LEGAL PERSPECTIVE ON STATUTORY INTOXICATION – TIME TO SOBER UP?

2023· article· en· W4387533342 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueObiter · 2023
Typearticle
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineGovernment (linguistics)Environmental healthAlcohol abuseStatutory lawQuarter (Canadian coin)Zero toleranceFalling (accident)Alcoholic liver diseaseMortality ratePsychiatryPolitical scienceCirrhosisGeographyLawSurgery

Abstract

fetched live from OpenAlex

Intoxication has been a phenomenon since time immemorial. Alcoholic beverages play a central role in South African life and culture. Millions of rands are spent annually by government on “Arrive Alive” and “Zero Tolerance” campaigns in the fight against drunken driving. The liquor industry advertises aggressively, linking its products to positive cultural symbols and social needs. The use of alcohol and drugs is, however, also associated with personal, social and legal problems. The role of alcohol and drugs in South Africa’s escalating crime rate cannot be ignored. According to Jacobs, alcohol abuse is involved in a quarter of all admissions to general hospitals in the United States of America. This is precisely the reason that government put a total ban on the sale of alcoholic beverages when the Covid pandemic hit South Africa and hospitals were flooded with Covid patients. Alcohol abuse also plays a major role in the four most common causes of death of men aged 20 to 40: suicide, accidents, murder and cirrhosis of the liver. On 9 May 2022, the World Health Organization stated that the harmful use of alcohol is a causal factor in more than 200 disease and injury conditions. A million deaths annually result from harmful use of alcohol globally, which amounts to 5,3 per cent of all deaths worldwide. It was further stated that alcohol consumption causes death and disability relatively early in life; in mortalities of persons aged 20–39 years, approximately 13,5 per cent of total deaths are attributable to alcohol. It is, therefore, alarming that people who become voluntarily drunk, to this day, still stand a chance of being acquitted in South African courts if the evidence reveals that, at the time of the act, the accused happened to fall into the grey area between “slightly drunk” and “very drunk”. This legal position was once again confirmed in the case of S v Ramdass. The decision represents yet another instance where an accused who committed alleged crimes in a state of voluntary intoxication was acquitted on both counts. South Africa’s legal position on voluntary intoxication is clearly at odds with the global and national call for stricter regulations on the public’s excessive use of alcohol, which makes a consideration of the Ramdass judgment, and the policy behind it, deserving of closer analysis.

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.

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)0.006
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.405
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.006
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0170.132

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 head0.057
GPT teacher head0.500
Teacher spread0.443 · 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