Ukraine Crisis Brief Series - No.09/FR
Bibliographic record
Abstract
ET CONOMIES AFRICAINESL'Expertise que nous avons.L'Afrique que nous voulons..2Les rsultats dans les zones rurales et urbaines sont dsagrgs par groupes de revenus allant du quintile infrieur (les 20% les plus pauvres) au quintile suprieur (les 20% les plus riches).Lorsque les donnes nationales le permettent, les rsultats sont galement dsagrgs entre mnages agricoles et mnages non agricoles.Les rsultats suggrent que les effets du commerce sont susceptibles de diffrer fortement entre mnages ruraux et mnages urbains en raison de leurs sources de revenus et de leurs modes de consommation diffrents.En outre, les impacts parmi les mnages ruraux varieront probablement entre mnages agricoles et mnages non agricoles.Enfin, les impacts devraient varier entre les mnages pauvres et les mnages non pauvres aussi bien dans les zones rurales et que dans les zones urbaines. Effets de la hausse des prix du bl sur les revenus des mnages-2.0 -2.0 -2.6 42.
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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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.005 |
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; both teacher heads agree on what is shown here.
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".