Face-to-face with place: Place-based education in the Fraser Canyon
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
Two instructors from the Faculty of Education at Vancouver Island University organized a three-day field experience with 35 pre-service teachers along the Fraser Canyon corridor, home of the Nlaka’pamux and Stó:lō Nations. We asked: How will an educational field experience in this place impact and inform pre-service teachers and researchers’ understanding of placebased education (PBE) in their practice? We explore the shift towards Indigenous perspectives that subtly wove its way through the work and how it framed new ways of thinking about place for our participants and new ways of considering decolonizing education for the instructor researchers. We conclude by arguing that PBE is necessitated by active, living relationship in place and provides opportunities for critical pedagogy grounded in Indigeneity. We also suggest that both Indigenous and non-Indigenous educators have a role to play in this work.
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 | 0.000 | 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 it