International Law: Doctrine, Practice and Theory
Bibliographic record
Abstract
International Law: Doctrine, Practice and Theory is an innovative and unique volume which crosses the traditional boundaries between textbook, casebook, and scholarly monograph. The book is designed primarily as an introduction to the system and substance of international law. It is also a convenient and comprehensive reference work on the most important aspects of this burgeoning field.The book includes introductory materials on the nature, history, and theory of international law from an international relations, as well as a legal, perspective. Carefully selected and edited primary materials -- including treaties, UN documents, and cases -- take readers to the very sources of the rules and principles that comprise modern international law. Extensive and critical commentary on, and analysis of, these primary materials guide the reader to an understanding of the rules, their strengths and weaknesses, and their place in the international legal system. Descriptions of contemporary real-world situations provide concrete context to the discussion.Remarkable for both its depth and breadth, International Law: Doctrine, Practice, and Theory sets a new standard for the study of international law in Canada. It will make an invaluable addition to the reference collection of practitioners, judges, and scholars working in this ever-increasingly important area of modern 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 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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.004 | 0.015 |
| Scholarly communication | 0.015 | 0.008 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.019 | 0.007 |
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".