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Record W2991900837 · doi:10.3138/utlj.69.s1.006

The right-remedy gap in economic and social rights adjudication: Holism versus separability

2019· article· en· W2991900837 on OpenAlexvenueno aff
Katharine Young

Bibliographic record

VenueUniversity of Toronto Law Journal · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
Fundersnot available
KeywordsAdjudicationDignityHolismSocial rightsFundamental rightsRight to healthPolitical scienceLaw and economicsEmpowermentHuman rightsLawSociology

Abstract

fetched live from OpenAlex

If the right-remedy gap is an inevitable feature of constitutional law, it is all the more so for constitutional economic and social rights. Yet such rights – to have access, for example, to health care, education, social security, housing, food, water, sanitation, or other good or service or opportunity deemed fundamental to human freedom and dignity – are not uniform in the remedial gaps that occur. This article introduces the orientations of holism and separability to demarcate the distinctive challenges of rights adjudication across different policy domains. A holistic understanding of economic and social rights points to the institutional challenges faced by courts in reviewing socio-economic laws and policies in general. A separable analysis of discrete economic and social rights helps to clarify the remedial constraints of each. These effects are demonstrated by the remedies ordered by courts with respect to identified infringements of South Africa’s constitutional rights to housing, health care, social security, and education.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.969
Threshold uncertainty score1.000

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 studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.268
Teacher spread0.254 · 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.

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

Citations23
Published2019
Admission routes1
Has abstractyes

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