Teacher-Initiated, Student-Centered Global Education in a K to 8 School
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
Despite a growing recognition that established notions of democracy, nationhood, citizenship, and ethnicity are giving way to emerging notions of democratic, multicultural, global citizenship, there are few curricular guidelines to achieve this expectation. This is especially the case at the elementary level where there isn’t even a consensus that such an approach is appropriate. Faced with this lack of consensus and the resulting lack of curricular leadership and driven by the need to respond to the needs and interests of their students, elementary teachers, influenced by the particularities of their local circumstances, follow their instincts and rely on each other with respect to how to teach what is variously called global education, global citizenship education, or education from a global perspective. Elementary teachers are reshaping the practice of what is referred to in this paper as global (citizenship) education at the classroom level. While such innovations can frequently lead to creative results, they can also result in highly idiosyncratic interpretations of what constitutes the most effective approach to teaching from a global perspective or what constitutes global citizenship. This paper is a case study of the efforts of the staff of one small-town Ontario elementary school to infuse a global perspective throughout the grades from K to 8 and across the curriculum.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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