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
There is uncertainty about the status of the individual in international law. The traditional positivist doctrine of international law is that States are the sole subjects of international law and that the individual is the object. The contemporary approach is that the individual is an original subject of international law and the owner of international individual rights. This approach relies for its justification on areas of international law such as investment protection treaties, intellectual property treaties, international human rights law, individual criminal liability in international law and Vienna Convention on Consular Relations where the individual has been brought into contact with international law. The objects of this article are: (i) to assess critically the various areas where the individual has been brought into contact with international law with a view to showing that the individual is not a full subject of international law; and (ii) to show that insofar as the individual possesses a limited locus standi in international law and a limited array of rights, that is, limited legal capacity, the proffered existence of an international legal personality of the individual is not only superfluous but also confuses international legal personality which involves the capacity to perform legal acts in the international sphere with legal personality in municipal 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.
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 | 0.002 | 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 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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