Bibliographic record
Abstract
Rights define the prevailing relations that constitute a community. They are in turn defined by the character of a given mode of production, and as that changes so too the system of rights. The rights that comprise ‘human rights’ evolved in the transition from feudalism to capitalism and represent the principles of the emerging world order in the 18th and 19th centuries. Only in the aftermath of World War II with the exhaustion or defeat of the European states and Japan was it possible to declare these same principles as belonging to the whole world equally and as intrinsic to all humans - yet within national frameworks. The accumulation of capital on a global scale, however, soon began to undermine the national practice of these human rights. By the end of the 1980s the construction of regional or global ‘enabling frameworks,’ quasi-states for capital, detached from any formal or legitimate means of countervailing political leverage, made human rights appear increasingly like anachronisms. An increasingly violent usurpation of the Universal Declaration of Human Rights and other forms of rights around the world followed. In the absence of a legitimizing set of principles for this new global economy, a growing need for a rationale to govern by fiat becomes the central problem of the day.
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 | 0.013 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.009 | 0.109 |
| Scholarly communication | 0.015 | 0.024 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.008 | 0.013 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".