Aboriginal Perspectives and/in Mathematics: A Case Study of Three Grade 6 Teachers
Bibliographic record
Abstract
AbstractThe marriage of Aboriginal perspectives and mathematics is complex and comes with multiple interpretations. Through the research presented in this paper, we propose that one possibility for a lasting relationship between Aboriginal perspectives and mathematics lies in understanding more about teachers' experiences and stories from their own mathematics classrooms, with their own students. The purpose of this paper, and of the research project informing this paper, is to understand how Grade 6 teachers in one particular Canadian province (Saskatchewan) are addressing Aboriginal-focused curriculum goals/outcomes and to listen to teachers' perspectives on teaching mathematics with a distinctly Aboriginal focus. Data collection consisted of focus group discussions, individual interviews, and classroom observations with three case study teachers (Chris, Joe, and Lindsay). In this paper, we present three brief vignettes constructed out of the data, which provide a glimpse into the uniqueness of each teacher, each classroom, and each interpretation of what it means to teach mathematics through a distinctly Aboriginal focus. Keywords: Aboriginal education; mathematics curriculum; qualitative research; case study; Grade 6 teachers
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.
How this classification was reachedexpand
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 | 0.000 |
| 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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".