Presidential Address, 2006 Comparative Education in Changing Times: A View with a Southern Exposure
Bibliographic record
Abstract
Adopting a wide angle lens to photograph selected educational vistas, the address also focuses on specificities associated with intractable challenges in comparative education. The paper offers a three part approach to discuss concomitant complexities: the first approach represents a well established historical tradition; the second, emphasizing interdependence, usually depicts the dominant mainstream perspective. In contrast, the third approach embedded in social justice, critical pedagogy, and opposition, demands significant structural changes. Understandably, the latter is the least likely to be adopted at regional, national and international levels. Se servant d’un objectif à grande ouverture pour photographier les vues choisies de l’ éducation, ce rapport présidentiel se centre aussi autour des spécificités associées avec les défis complexes de l’ éducation comparée. Il offre trois approches différentes pour discuter des complexités concomitantes: la première approche représente une tradition historique bien établie; la seconde, soulignant l’interdépendance, décrit souvent la perspective de la tendance dominante. En contraste, la troisième approche, se plantant dans la justice sociale, la pédagogie critique, et l’opposition, exige des changements structuraux significatifs. On comprend bien que cette dernière approche est la moindre à être adoptée aux trois niveaux régional, national et international.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.004 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.018 | 0.001 |
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".