Teachers, Curriculum Innovation, and Policy Formation
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
It is commonly understood that policy makers make curriculum policy and teachers implement it. Some teachers, however, have been in on the ground floor of curriculum policy development. Driven by events in their life histories and teaching contexts, these teachers develop and teach original course material in their own classrooms. Over time they begin to work collaboratively on further course development, secure organizational support to ensure adequate resources and legitimacy to disseminate these new curricular forms, lobby for course acceptance by educational jurisdictions, and help establish course infrastructure such as teacher professional learning opportunities and textbooks. In other words, in some cases, teachers may participate actively in every stage of policy development and practice. This article discusses the phenomenon of teacher‐driven curriculum innovation as a process of individual, social, and political evolution. It describes three cases of secondary‐level courses developed by teachers in Ontario, Canada, and formalized in district or provincial policy. In doing so, the article extends the notion of teacher agency from its established arenas of classrooms and schools and into the realm of policy making.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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