Essai sur l’étude de la coopération bilatérale entre le Canada et l’Afrique francophone 1961-1981
Bibliographic record
Abstract
We have divided the evolution of bilateral cooperation between Canada and the French-speaking countries of Africa into three major phases. During the first phase, which lasted from 1961 to 1968, Canadian aid was slight and discontinuous. The second phase, from 1969 to 1975, was characterized by a remarkable increase of the CIDA 's activities. That period was specially influenced, on the one had, by the rudeau and Chevrier missions and, on the other hand, by the reconsideration of Canada's foreign policy during the 1970's. The third phase, from 1975 to 1981, was arked, among other things, by what one could call industrial cooperation, that is cooperation between « project-countries » and « program-countries ». We have tried to analyse the main characteristics of each of those three phases, while striving to « link » them to the socio-economic and political context of Canada and the French-speaking countries of Africa.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.006 | 0.010 |
| Science and technology studies | 0.009 | 0.004 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".