Bibliographic record
Abstract
INTRODUCTION 1. Aligning Commercial Law and Commercial Practice Sarah Worthington PART 1: GENERAL PRESSURES FOR CHANGE 2. Globalization: Its Historical Context Ross Cranston,QC Commentary: Catherine Newman, QC 3. Commercial Notions and Equitable Potions Sir John Mummery Commentary: Philip Wood 4. Statutory Ingredients in Common Law Change: Issues in the Development of Agency Doctrine Deborah DeMott 5. Property, Private Government and the Myth of Deregulation Paddy Ireland Commentary: Andrew Whittaker PART 2: CONTRACT TERMS AND THEIR INTERPRETATION 6. The Intractable Problem of the Interpretation of Legal Texts Lord Johan Steyn 7. The Interpretation of Contracts: Lord Hoffmann's Re-Statement Ewan McKendrick 8. The Uses of Ambiguity in Commercial Contracts: On Facilitating Re-Bargaining William T Allen and Galya Levy Commentary: Paul Lomas 9. Objectivity and Committed Contextualism in Interpretation Hugh Collins PART 3: ADAPTING COMMERCIAL LAW TO MODERN CONDITIONS 10. Documents and Contractual Congruence in International Trade Michael Bridge Commentary: William Blair, QC 11. The Dematerialisation of Money Market Instruments Joanna Benjamin Commentary: Guy Morton 12. Material Adverse Change Clauses After 9/11 Richard Hooley 13. Rethinking Insurable Interest John Lowry and Philip Rawlings Commentary: Sir Jonathan Mance and Adrian Hamilton, QC 14. The Challenge of Modern Bankruptcy Policy: The Judicial Response David Milman PART 4: COMMERCIAL TERMS FOR COMMERCIAL ENDS 15. Damages for Breach of Exclusive Jurisdiction Clauses Nik Yeo and Daniel Tan 16. Interpreting Employment Contracts: Judges, Employers, Workers Simon Deakin 17. Superpriority for Asset Acquisition Financing in Secured Transactions Law: Formalism or Functionalism? Catherine Walsh 18. The Floating Charge - An Elegy Riz Mokal PART 5: CONTROLLING MODERN MANAGEMENT 19. Contractual Modification of the Duties of a Trustee Michael Bryan 20. Relieving Directors' Breaches of Duty Rod Edmunds and John Lowry 21. Enron and the Long Shadow of Stat. 13 Eliz. Douglas Baird Commentary: Kevin Davis PART 6: MOVING FORWARD: LAW AND PRACTICE 22. Commercial Law and the Limits of the Black Letter Approach Anthony Duggan Commentary: David Gold 23. The Legal Academy's Contribution to the Development of Commercial Law: An Anglo-Canadian Perspective Jacob Ziegel Commentary: Tony King 24. Contracts, Contract Law and Reasonable Expectations Robert Bradgate
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".