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Record W3124421638

Falling Short of Constitutional Norms: Does ‘Normative (In)congruence’ Explain the Courts’ Inability to Promote the Right to Water in South Africa?

2016· article· en· W3124421638 on OpenAlexaff
Richard Stacey

Bibliographic record

VenueSSRN Electronic Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsNormativeLegislationPolitical scienceLawEconomic JusticeCongruence (geometry)Procedural justiceRule of lawLaw and economicsIntervention (counseling)SociologySocial psychologyPsychologyPolitics
DOInot available

Abstract

fetched live from OpenAlex

In South Africa, municipal non-compliance with legislation promoting the constitutional right to sufficient water is both a failure of the rule of law and a betrayal of that right. Judicial intervention has prompted formalistic compliance with water law, but the underlying commitment to sufficient water remains unfulfilled. Does the inability of courts to achieve social justice despite enforcing social legislation confirm the thesis that commitments to the rule of law and to social justice are inconsistent, that upholding the rule of law may not advance social justice? This article offers an alternative to this “inconsistency thesis”, arguing that the rule of law can accommodate social justice if it demands “normative congruence” alongside congruence with formal rules. Empirical investigation reveals that structural challenges and the multifarious normative demands on officials create a condition of “normative incongruence” that impedes the pursuit of social justice, even as courts compel congruence with formal rules.

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)0.007
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.031
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.027
Scholarly communication0.0040.007
Open science0.0010.004
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.013
GPT teacher head0.262
Teacher spread0.249 · 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 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

Citations0
Published2016
Admission routes1
Has abstractyes

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