Human Rights and the Policy of Leverage and Linkage: The Lesson of the Helsinki Process
Bibliographic record
Abstract
The Vienna Review Conference of the Helsinki Final Act signatories, concluded in January 1989, marked an enormously significant step forward in the human rights aspects of the Helsinki process. An earlier Helsinki-sponsored meeting of human rights experts held in Ottawa, Canada, in July 1985, had also ended in a frustrating deadlock without a concluding document. The meeting had been marked by intense conflicts over human rights charges, with the USSR totally unresponsive when issues about prisoners of conscience, incarcerated Helsinki members, Andrey Sakharov&s;s internal exile, and restricted emigration patterns were raised. Ridgway&s;s comment to the Helsinki Commission implied that the problems of Bern, Ottawa, and Budapest lay in the fact that only one "basket"--Basket Three, with its focal point on human rights--was under discussion, providing little leverage. The Ridgway perspective, bolstered by informed experience, gave emphasis to the strategy of linkage.
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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 | 0.010 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.032 |
| Scholarly communication | 0.016 | 0.022 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.007 | 0.007 |
| Insufficient payload (model declined to judge) | 0.008 | 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".