Curriculum Integration and the Forgotten Indigenous Students: Reflecting on Métis Teachers’ Experience
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
Curriculum integration, or in other words, changing what students are taught within racially desegregated Canadian schools, has served as a primary but incomplete pathway to racial justice. In this paper, I present evidence from a qualitative critical race theory (CRT) methodological study with 13 Métis teachers to demonstrate how curricular integration has been framed as a key solution to inequitable outcomes concerning Indigenous students. This strategy has been instilled within the Saskatchewan K–12 education system by a wide spectrum of authorities over several decades. Although absolutely essential for multiple reasons, I argue that teaching students about Indigenous knowledge systems and experiences, as well as anti-racist content, cannot resolve the systemic racial injustices encountered by Indigenous students who attend provincial schools. In particular, three CRT analytical tools—structural determinism, anti-essentialism, and interest convergence—are utilized to examine the limitations of curricular integration as a strategy of racial justice. Keywords: Métis teachers; Indigenous education; critical race theory; integrated schools
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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