MétaCan
Menu
Back to cohort
Record W7056845627

The “Fusion” of Law and Equity?: A Canadian Perspective on the Substantive, Jurisdictional, or Non-Fusion of Legal and Equitable Matters

2016· article· en· W7056845627 on OpenAlexaboutno aff

Bibliographic record

VenueArca (British Columbia Electronic Library Network) · 2016
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsNucleofectionGestational periodHyporeflexiaTubulopathyPretextSubpoenaDemotion
DOInot available

Abstract

fetched live from OpenAlex

Equity, in its broad understanding, has long been a fundamental part of law. Its\nhistory may be traced through principles illustrated in the Old Testament and, in\nvarious formulations, through Ancient Greek and Roman legal constructs, as well as\nin Natural Law and Canon Law. While the historic presence of equity within various\nsystems of law is unquestioned, the jurisdiction of equity within contemporary legal\nsystems has been a matter of significant debate and confusion. Facilitating a better\nunderstanding of the contemporary role of equity requires knowledge of its meaning and\nthe implications of the historic merger of legal and equitable jurisdictions. This paper\nestablishes a framework for appreciating the contemporary challenges faced by equity by\nexamining the Supreme Court of Canada’s analysis of the merger of legal and equitable\njurisdictions in two major cases involving allegations of breaches of fiduciary duty:\nCanson Enterprises Ltd v Boughton & Co and Hodgkinson v Simms. The inconsistent\napplication of equitable principles in these cases demonstrates the court’s confusion over\nthe effects of the historic merger of law and equity and offers a valuable perspective for\nthe administration of justice in contemporary law

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 score0.269
Threshold uncertainty score0.848

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.007
Science and technology studies0.0320.050
Scholarly communication0.0190.010
Open science0.0030.005
Research integrity0.0060.009
Insufficient payload (model declined to judge)0.0070.000

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 head0.007
GPT teacher head0.221
Teacher spread0.215 · 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
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueArca (British Columbia Electronic Library Network)Same topicMagnetic confinement fusion researchFrench-language works237,207