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Record W4410002556 · doi:10.21991/cf29490

Charter Horizontality, the Public/Private Divide, and Responding to Injustice

2025· article· en· W4410002556 on OpenAlexaffvenue
Sina Akbari

Bibliographic record

VenueConstitutional Forum / Forum constitutionnel · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsInjusticeCharterPolitical scienceSociologyLaw and economicsLaw

Abstract

fetched live from OpenAlex

The aim of this article is to explore the ways in which private law theory bears on the question of the horizontal effect of the Charter and the promises and limits of horizontality as a way of responding to injustice. Specifically, I ask whether the strategy pursued by the applicants in Cool World is likely to be effective in securing the progressive vision of social justice which Joel Bakan — co-counsel for the applicants — defended in his earlier work on the Charter. I offer a response to this question by showing how private law theorists understand the relationship between private law and “public” forms of distributive and social justice, specifically by framing private law in a way that insulates the practice of private law from public law values like those in the Charter. The concern that I raise, ultimately, is whether the horizontality argument in the Cool World case implicitly accepts broadly the same inadequate institutional response to injustice endorsed by these private law theories. That is, it focuses on the effects of unequal private power rather than reconfiguring private law relations to alter the power of the parties.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.935
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.006
Scholarly communication0.0010.001
Open science0.0010.000
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 head0.026
GPT teacher head0.310
Teacher spread0.283 · 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; both teacher heads agree on what is shown here.

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
Published2025
Admission routes2
Has abstractyes

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