Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Judge Shigeru Oda, having served since 1976 in three successive nine-year terms on the International Court of Justice, has helped to shape the Court's jurisprudence for over a quarter century. His influence on the law of the sea spans an even longer period, beginning with his doctoral dissertation at Yale Law school in the 1950s and continuing with his involvement in the First, Second and Third UN Conferences on the Law of the Sea. In a tribute to Judge Oda's significant contributions to international law, leading scholars on the law of the sea, international dispute settlement and the ICJ itself have produced a Festschrift in his honour that promises to be a standard reference work on these topics for years to come. This two volume work, containing over 95 articles, begins by examining the role of the international judge and the jurisdiction of international tribunals (including reservations to jurisdiction, the Optional Clause, the Special Agreement, and the power to indicate special measures). It contains a particularly lively debate regarding the proliferation of international tribunals and whether the potential for conflicting decisions is problematic or productive. Other areas of focus include the history and current development of the law of the sea; the first in-depth examination of the establishment and first decisions of the International Tribunal for the Law of the Sea; and the ICJ's treatment of the development, doctrines and sources of international law. Further sections are devoted to International Litigation as analysed by leading practitioners; Land and Maritime Boundaries, International Watercourses and Other Waters; and Defence, the Use of Force and the Law of Armed Conflict. The composition of the editorial team - Nisuke Ando of Kyoto, Edward McWhinney of Ottawa and Rüdiger Wolfrum of Heidelberg - reflects Judge Oda's truly international career and the extent to which his work has drawn from and contributed to diverse legal traditions. All volumes of the print edition will become available in individual e-books: 9789004531161 (volume 1) - 9789004531178 (volume 2).
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.
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 | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.314 | 0.103 |
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 it