From Bali to Copenhagen: Towards a Shared Vision for a Post-2012 Climate Regime?
Bibliographic record
Abstract
In December 2009, the eyes of the world were on the Danish capital Copenhagen.-Copenhagen was to set the world on course to forestall dangerous climate change.To that end, Copenhagen was to yield at least the contours of a global regime that would commit all major economies to a long-term curbing of their greenhouse gas emissions.But Copenhagen did not go as planned.In the end, it produced a slim document dubbed the Copenhagen Accord, negotiated at the eleventh hour by only five countries (Brazil, China, India, South Africa, and the United States) and later -taken note of by the 194 parties to the United Nations Framework Convention on Climate Change (UNFCCC) just before their meeting was gavelled to a close. 1 U.S. President Barack Obama, who had brokered the Copenhagen Accord, called it a -meaningful and unprecedented
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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 | 0.001 | 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".