Bibliographic record
Abstract
English The United Nations' Covenant on social rights is universal in form but applies to countries with widely differing levels of economic development. The resultant hiatus impedes the Covenant's effectiveness. The formulation of social standards commensurate with countries' economic capacities is outlined as a solution. French La Convention des Nations Unies sur les droits sociaux est universel en forme mais s'applique aux nations avec des niveaux du développement économique grandement différents. L'hiatus résultant empêche l'efficacité de la'Convention. L'élaboration des normes sociales qui correspondent â la capacité économique de nations est offerte en tant que solution. Spanish El Convenio de las Nacionas Unidas sobre derechos sociales es universal en la forma, pero concierne a naciones con grandes diferencias de desarrollo económico. Esto obstaculiza la eficacia del Convenio. Se delinea como solución la formulación de estándares sociales conmensurables con la capacidad económica.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.024 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.024 | 0.003 |
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".