Russia’s Compliance with the G8 Hokkaido Summit 2008 Commitments
Bibliographic record
Abstract
Larionova Marina - Doctor of Political Science, Director of the State University - Higher School of Economics International Organisations Research Institute Rakhmangulov Mark - Researcher of the Informational - Analytical G8 Research Centre of the of the State University - Higher School of Economics International Organisations Research Institute G8 Hokkaido-Toyako Final Compliance Report prepared by the G8 Research Group of the University of Toronto and the State University - Higher School of Economics International Organizations Research Institute was released in June 2009. The reports issued twice a year indicate the level of G8 countries and the European Union’s compliance with the commitments made within the framework of G8 annual summits. The article overviews G8 members’ compliance with the 2008 G8 Hokkaido-Toyako summit commitments. Giving a special emphasis to the Russia’s compliance with commitments of the last year, the article anticipates detailed report presented hereinafter in the section of Analytical Papers of the issue.
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How this classification was reachedexpand
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 | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 teacher head, 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".