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Record W7102710797 · doi:10.3138/utlj-2025-0044

Some leading themes in the contract scholarship of Stephen Waddams

2025· article· en· W7102710797 on OpenAlexvenueno aff

Bibliographic record

VenueUniversity of Toronto Law Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipRelation (database)Meaning (existential)CertaintyEquity (law)

Abstract

fetched live from OpenAlex

Among the leading themes in Stephen Waddams’s monumental contributions to the development and deeper understanding of modern contract law, this chapter focuses on two of the most fundamental that particularly preoccupied him throughout his career. The first concerns the proper significance and roles of equity and common law after their integration in 1875 in a single court. Perhaps even more important for contract law, the second has to do with the meaning and place of principles of contractual fairness in the overall doctrinal framework of contract law and, more particularly, in relation to the doctrines of contract formation and also the need for certainty and security in contractual transactions. Waddams understood both sets of issues as relating to, and, indeed, as specifying, what he later referred to as ‘the concept of contractual enforceability.’ This chapter first presents key aspects of his view as he developed them across his entire scholarly work and then briefly suggests a line of inquiry that builds on his ideas and that further elaborates the concept of enforceability as he understood it.

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: Review · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.021
Scholarly communication0.0060.007
Open science0.0010.004
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0040.001

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 head0.023
GPT teacher head0.296
Teacher spread0.273 · 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
GenreReview

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 routes1
Has abstractyes

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