MétaCan
Menu
Back to cohort
Record W2114615455 · doi:10.1177/135822910000400403

Can Law Protect Language? Law, Language and Human Rights in the South African Constitution

2000· article· en· W2114615455 on OpenAlexaboutno aff
Vera Sacks

Bibliographic record

VenueInternational Journal of Discrimination and the Law · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
FundersCoordenação de Aperfeiçoamento de Pessoal de Nível Superior
KeywordsMandateConstitutionGovernment (linguistics)DemocracyDutyLawPopulationPolitical scienceHuman rightsPublic administrationCitizenshipSociologyPoliticsLinguistics

Abstract

fetched live from OpenAlex

Before the transition to full democracy in South Africa, only English and Afrikaans were official languages used in governmental matters. This effectively excluded more than half the population who had no working knowledge of those languages, from participation in public affairs and hindered them from accessing their entitlements. The 1996 South African Constitution set out to change this and to accord equality of official status to all the major languages — 11 in all, and placed a duty on government to take practical and positive measures to elevate the status and advance the use of formerly marginalised indigenous languages. A special body was set up to assist the government in carrying out this task. This paper examines the extent to which these provisions have been implemented, and examines the implications for equality, democracy and citizenship of the failure by government to carry out their constitutional mandate. The importance of making government and administration accessible to the population is explored and the paper suggests ways in which the 11 official languages could be used so that their use does not become too burdensome in terms of finance and administration. The paper draws on experience in these matters in Canada and a number of other countries which are multilingual. Finally the paper concludes that so little has been done to make the language provisions of the constitution workable, that the drift to English, discernible from 1993, has become virtually unstoppable.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.553
Threshold uncertainty score0.977

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 studies0.0000.001
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 head0.014
GPT teacher head0.314
Teacher spread0.300 · 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 designTheoretical or conceptual
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

Citations4
Published2000
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Discrimination and the LawSame topicLegal Issues in South AfricaFrench-language works237,207