IFC and Canada, Partners in Private Sector Development
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
Canada has been an active member of the World Bank Group for over six decades through its thought leadership and financial support. Over the last ten years (2013-2023), IFC’s total financing in projects globally with Canadian clients and project sponsors totaled over 5.1 billion, of which 1.7 billion was IFC’s own account and 3.4 billion was in mobilization with other financing partners. The majority of funding was in oil, gas and mining, followed by electric power. Canada is one of IFC’s largest donors, supporting IFC’s investments and advisory services in all regions and across many sectors with a focus on climate, gender, agribusiness, and improving investment climate. Canada is a significant contributor to IFC's blended finance programs across all sectors and themes, in particular climate finance, with cumulative signed contributions of 702 million. Canada has also been actively supporting IFC Advisory Services with cumulative signed contributions 294 million as of June 30, 2023.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 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 it