The Enlightenment conceptions of pedagogy and global citizenship education: A Canadian case study
Bibliographic record
Abstract
Contemporary liberal education owes its existence to various educational ideas and pedagogical formulas that emerged from the 18th century intellectual movement known as the Enlightenment. Many Enlightenment conceptions, principles, and practices such as public schooling, equality of opportunity, freedom of expression, critical thinking, scientific methodology, empiricism, and rationality constitute the backbone of current liberal education. Despite this, in recent years, most of these Enlightenment legacies have come into sharp contrast with neoliberalization policies and practices that are plaguing the contemporary educational domains, in general, and the field of higher education, in particular. To what extent are the current institutions of higher learning able to cope with the onslaught of neoliberalization policies and practices? This article explores this question by juxtaposing relevant educational and pedagogical conceptions of the Enlightenment against some of the contemporary challenges and struggles in the field of education.
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.039 | 0.020 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".