MétaCan
Menu
Back to cohort
Record W4306318151 · doi:10.1163/17087384-bja10073

Casting a Constitutional Light on the Cultural Defence in South African Criminal Law

2022· article· en· W4306318151 on OpenAlexvenueno aff
Jacques Matthee

Bibliographic record

VenueAfrican Journal of Legal Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
Fundersnot available
KeywordsLawConstitutionPolitical scienceCriminal lawIndigenousPublic lawCivil law (Civil law)

Abstract

fetched live from OpenAlex

Abstract South Africa’s criminal courts have often dealt with cases where accused who committed culturally motivated crimes tried to escape criminal liability through a so-called “cultural defence”, a defence that does not currently exist in South African criminal law. However, most of the case law dealing with this matter predates the Constitution of the Republic of South Africa, 1996. Consequently, the Constitution’s cultural and religious freedom rights can be used to justify the formal recognition of a cultural defence in South Africa’s criminal law. Simultaneously, the Constitution contains limitation clauses that could counteract such a step. This article evaluates these contentious arguments and concludes that the conflict between the common law and African customary law in South Africa’s criminal law can be resolved by aligning the indigenous beliefs and customs in African customary law to the values underpinning the Constitution.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0100.055
Scholarly communication0.0090.005
Open science0.0010.007
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0040.000

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 head0.079
GPT teacher head0.341
Teacher spread0.262 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueAfrican Journal of Legal StudiesSame topicLegal Issues in South AfricaFrench-language works237,207