WikiLeaks and the Release of the Secret TPP Environment Report
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
WikiLeaks has done it again – made available important documents that governments and corporate interests have tried to keep secret from the general public. Until this new release, we had almost no idea what was going on within the secret Trans Pacific Partnership (TPP) negotiations involving an extraordinarily diverse group of 12 large and small as well as rich and poor nations of East and Southeast Asia, Australasia, and North and South America. The twelve are Australia, Brunei, Canada, Chile, Japan, Malaysia, Mexico New Zealand, Peru, Singapore, the United State and Vietnam, with the US driving the agenda. South Korea and Taiwan have also indicated that they may want to join. This time, we get a glimpse of the status of the Environment Chapter with important implications for the people and nature of the region. [WikiLeaks Press Release]
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.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it