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Record W4410002594 · doi:10.21991/cf29487

The Hidden Promise of Dolphin Delivery: Shields, Swords and Horizontal Application of the Canadian Charter of Rights and Freedoms

2025· article· en· W4410002594 on OpenAlexaffvenueabout
Joel Bakan, Sujit Choudhry

Bibliographic record

VenueConstitutional Forum / Forum constitutionnel · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCharterShieldsPolitical scienceLawLaw and economicsEngineeringSociologyElectrical engineering

Abstract

fetched live from OpenAlex

This paper poses a series of questions arising from the Supreme Court decision in Hill v Church of Scientology regarding the horizontal application of the Charter. What could have happened differently with Hill? What should have happened? Why did it not happen? Could it happen now, and, if so, what would the actual impact be? We answer these questions by examining a nascent horizontality jurisprudence in Canada, rooted in Hill (which, in turn, was rooted in Dolphin Delivery), that infuses Charter values into private law. Drawing on three streams of jurisprudence, we reveal how horizontality enables private litigants to invoke Charter rights and freedoms: 1) as shields to develop defenses against actions brought against them by other private actors (Part II); 2) as swords to infuse content into existing common law causes of action available to them (Part III); and 3) as swords to craft new causes of action (Part IV). As we explain, courts have treated the consideration of Charter values as mandatory — a result of section 52, and the Court’s interpretation thereof — when considering those values as shields in private law cases. When considering Charter values as swords, however, they have treated them as an optional influence. We argue that this distinction is unfounded, and that Hill prescribes mandatory consideration of Charter values in private law cases regardless of whether those values are invoked defensively or offensively.

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)0.004
metaresearch head score (Gemma)0.007
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 score0.113
Threshold uncertainty score0.385

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.037
Scholarly communication0.0100.004
Open science0.0010.005
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0050.000

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 head0.008
GPT teacher head0.253
Teacher spread0.246 · 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
Published2025
Admission routes3
Has abstractyes

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