Some leading themes in the contract scholarship of Stephen Waddams
Bibliographic record
Abstract
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.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.021 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".