Statement by Mr. Joe Hockey, Treasurer of the commonwealth : 88th meeting of the Development Committee
Bibliographic record
Abstract
This is a statement by Mr. Joe Hockey, Treasurer of the Commonwealth, on behalf of the constituency comprising Australia, Cambodia, Kiribati, Korea (Republic of), Marshall Islands (Republic of the), Micronesia (Federated States of), Mongolia, New Zealand, Palau (Republic of), Papua New Guinea, Samoa, Solomon Islands, Tuvalu and Vanuatu, at the eighty-eighth meeting of the Development Committe held on October 12, 2013. He discusses sustainable economic growth will require continued focus on addressing impediments to growth such as poor infrastructure and unfavorable investment climates. In this context, the World Bank Group must step up efforts to demonstrate its relevance and deliver development results. As part of an integrated package of World Bank Group interventions, a well-defined global infrastructure facility-which has clearly stated objectives to overcome key impediments to investment, and that complements existing mechanisms and knowledge-has the potential to contribute to improved development outcomes. In implementing the new strategy, the World Bank Group must not lose sight of the rich diversity of its members. Global aggregates should not be the only measure of success. The World Bank Group will need to keep a focus on small members too. As well as implementing a new way of doing business, the World Bank Group needs to provide a smooth transition from existing arrangements and ensure delivery of current missions.
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.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.018 | 0.007 |
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".