Bibliographic record
Abstract
Tis volume examines the challenge of coordinating local performance of international trade and human rights standards in the Asia-Pacifc region, with particular attention to questions about public health policy.Te book is part of a group of edited volumes examining diferent aspects of trade and human rights performance presented by the Asia Pacifc Dispute Resolution (APDR) project and published in the UBC Press series, Asia Pacifc Legal Culture and Globalization.Te APDR program began in 2001 with a SSHRC/MCRI-supported project on normative and operational conditions for local compliance with international trade and human rights standards in Canada, China, and Japan.Since 2009, the APDR project has focused on "Understanding Integrated Compliance with International Trade and Human Rights Standards from a Comparative Perspective." Tis has involved building conceptual understanding and generating policy analysis on coordinating performance of international standards on trade and human rights in the Asia-Pacifc region, with particular attention to Canada, China, India, Indonesia, and Japan.Te APDR project is based at the Peter A. Allard School of Law and the
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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 | 0.000 | 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 | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| 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".