Reconciliation, resilience and resistance in Inuit teacher's professional development and practices
Bibliographic record
Abstract
In February 2017, 26 Inuit educators gathered in Nain, Nunatsiavut for the Inuit Education Forum. Teachers from each of the four Inuit regions in Canada were invited to share their experiences on education in Inuit Nunangat with the goal of identifying barriers and promising practices occurring within their communities. One of the key themes arising from these conversations was the ongoing need for Inuit teacher support and development in schools. Training and retaining Inuit teachers is problematic in Canada, while research tells us that both of these factors are key to student success. Some key challenges impacting resilience for teachers identified by the Inuit Education Forum participants were: organization of learning and leadership, prioritization of Inuit language and culture in schools, and negotiations of teachers’ isolation and autonomy. These challenges and the solutions offered by participants are discussed in the Canadian historical context implications for teacher training and professional development in Inuit Nunangat are highlighted.
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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 | 0.001 | 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 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".